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{ | |
"cells": [ | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"# Pitch/lightning tour of `astroplan` v0.1\n", | |
"\n", | |
"Python in Astronomy 2016 Sprint Pitch\n", | |
"\n", | |
"March 22, 2016\n", | |
"\n", | |
"An `astropy`-affiliated package by **Brett Morris** (maintainer), Jazmin Berlanga, Christoph Deil, Eric Jeschke, Adrian Price-Whelan, Erik Tollerud, Brigitta Sipocz\n", | |
"\n", | |
"\n", | |
"**Docs**: https://astroplan.readthedocs.org\n", | |
"\n", | |
"**Install**: \n", | |
"```\n", | |
"pip install astroplan\n", | |
"```\n", | |
"\n", | |
"***\n", | |
"\n", | |
"## Observe Sirius, HD 189733 from the University of Washington\n", | |
"\n", | |
"Observe the dog star like a Husky. " | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 21, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"<FixedTarget \"Sirius\" at SkyCoord (ICRS): (ra, dec) in deg (101.28715533, -16.71611586)>" | |
] | |
}, | |
"execution_count": 21, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"from astroplan import Observer, FixedTarget\n", | |
"\n", | |
"import astropy.units as u\n", | |
"from astropy.time import Time\n", | |
"\n", | |
"# Create an observer\n", | |
"uw = Observer(longitude=-122.3080*u.deg, \n", | |
" latitude=47.6550*u.deg, \n", | |
" elevation=0*u.m,\n", | |
" name=\"UW\")\n", | |
"\n", | |
"# Alternatively load from known observatories:\n", | |
"keck = Observer.at_site(\"Keck\")\n", | |
"\n", | |
"# Create a target\n", | |
"sirius = FixedTarget.from_name('Sirius')\n", | |
"hd189 = FixedTarget.from_name('HD 189733')\n", | |
"\n", | |
"target_list = [sirius, hd189]\n", | |
"\n", | |
"sirius" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"Where is Sirius in the sky now?" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 22, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"Sirius: alt=-58.71 deg, az=10.90 deg\n" | |
] | |
} | |
], | |
"source": [ | |
"alt_az = uw.altaz(Time.now(), sirius)\n", | |
"print(\"{1.name}: alt={0.alt:.2f}, az={0.az:.2f}\".format(alt_az, sirius))" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"Is Sirius visible?" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 23, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"False" | |
] | |
}, | |
"execution_count": 23, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"uw.target_is_up(Time.now(), sirius)" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"When does Sirius set below 20 degrees altitude?" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 24, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"('2016-03-22 04:57:10.991', 2457469.706377206)" | |
] | |
}, | |
"execution_count": 24, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"set_time = uw.target_set_time(Time.now(), sirius, \n", | |
" which='nearest', horizon=20*u.deg)\n", | |
"set_time.iso, set_time.jd" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"### Computing observability with \"constraints\"\n", | |
"\n", | |
"`astroplan`'s slickest trick.\n", | |
"\n", | |
"Does each target: \n", | |
"\n", | |
"* rise above 25 deg altitude\n", | |
"* have >10 deg separation from moon\n", | |
"* satisfy above conditions between civil twilights" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 25, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/html": [ | |
"<Table length=2>\n", | |
"<table id=\"table4469016448\">\n", | |
"<thead><tr><th>target name</th><th>ever observable</th><th>always observable</th><th>fraction of time observable</th></tr></thead>\n", | |
"<thead><tr><th>str9</th><th>bool</th><th>bool</th><th>float64</th></tr></thead>\n", | |
"<tr><td>Sirius</td><td>True</td><td>False</td><td>0.0416666666667</td></tr>\n", | |
"<tr><td>HD 189733</td><td>True</td><td>False</td><td>0.25</td></tr>\n", | |
"</table>" | |
], | |
"text/plain": [ | |
"<Table length=2>\n", | |
"target name ever observable always observable fraction of time observable\n", | |
" str9 bool bool float64 \n", | |
"----------- --------------- ----------------- ---------------------------\n", | |
" Sirius True False 0.0416666666667\n", | |
" HD 189733 True False 0.25" | |
] | |
}, | |
"execution_count": 25, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"from astroplan import (AltitudeConstraint, MoonSeparationConstraint, \n", | |
" observability_table, AtNightConstraint)\n", | |
"\n", | |
"# Describe the constraints on what's \"observable\"\n", | |
"constraints = [AltitudeConstraint(min=25*u.deg), \n", | |
" MoonSeparationConstraint(min=10*u.deg),\n", | |
" AtNightConstraint.twilight_civil()]\n", | |
"\n", | |
"# Calculate sunset, sunrise times\n", | |
"sun_set = uw.sun_set_time(Time.now(), which='next')\n", | |
"sun_rise = uw.sun_rise_time(Time.now(), which='next')\n", | |
"time_range = Time([sun_set, sun_rise])\n", | |
"\n", | |
"table = observability_table(constraints, uw, target_list, \n", | |
" time_range=time_range)\n", | |
"\n", | |
"table" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"### Plots!\n", | |
"\n", | |
"Fast and flexible airmass plots:" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 26, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"data": { | |
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4vnRZBSCl+gAi1awJL73kmoauuAIKC4NOZALxww+wbRvk5gadxJjSiQTSDJSy\nBQCgdm2YPNn1HQwfHujUmyYoRcf/S9QNIGPCo107WL48oatM6QIAULcuvPYazJ4NN9xgRSDt2Alg\nJlnYHoA/cnLgf/+Dt96C224LOo1JKDsCyCSLtm2tAPilYUN4+2148UX405+CTmMSxgaBM8kigD2A\ntDpAsnFjVwT69nWHiF53XdCJjK8KCmDJEujcOegkxpTPCoD/mjeHd95xRaBGDbjqqqATGd8sXeoO\nAa1TJ+gkxpSveXPYvh22boV69RKyyrRpAorUqpUrAvfcA2PHBp3G+Mba/00yEXH9AAk8Eijt9gCK\n5OW5ItCvn2sOOvfcoBOZuLP2f5NsipqBundPyOrScg+gSPv27hDR4cNh586g05i4sz0Ak2wS3A+Q\n1gUA3CHiRx8NkyYFncTEnRUAk2ysACTe0KHw2GNBpzBx9f33bkCoVq2CTmJM7KwAJN4ZZ8DKlfD5\n50EnMXEzf74NAWGSTyoVABFpKSLvishCEVkgIsOjLNNXRDaLyKfe5VY/M0WTlQWXXGJ7ASnFmn9M\nMmrZ0g0J/eOPCVmd33sAe4DrVPVw4FjgKhHpGGW56ap6pHe5y+dMUV16qZs7YMeOINZu4s4KgElG\nGRnuEMUVKxKzOj9fXFXXqupc7/p2YDHQIsqige+nt2oFxx0Hzz0XdBITFzYInElWCWwGSlgfgIjk\nAt2A2VEePlZE5orIqyJyWKIylWSdwSli9243ObQNAWGSUQILQEJOBBORusALwAhvTyDSJ8AhqrpD\nRE4DXgY6RHudUaNGFV/Pz88nPz8/rjlPOw3+7/9g7lzo1i2uL20SackSNwFMrVpBJzGm4tq1c3uw\nlTRt2jSmTZsW07K+TwkpIlnAFOB1VX0ohuW/Anqo6sYS91doSsjKuuMOWLMGxozxfVXGL089Ba++\nCs8+G3QSYyruzTfdODXvvBOXlwt6SshxwKLSvvxFpGnE9aNxRSn+MyPH6JJLXD/A9pL7KSZ5WPu/\nSWap0gcgIscDvwX6i8hn3mGep4rIUBG53FtskIh8LiKfAQ8C5/iZqTwtWkCfPjBxYpApTJXYEUAm\nmR1yCKxdC7t2+b4q35uA4iVRTUAAr78Of/wjzJmTkNWZeGvaFD75xB1TbUwy6tABXnkFOkY7ar5i\ngm4CSjqnnAIbNrjvEJNk1q6FPXvcrpwxySpBzUBWAKLIzITLLrNDQpNSUfu/DQFhklmC5ge2AlCK\niy92I4TBnXWJAAAVFUlEQVRu3Rp0ElMh1v5vUoHtAQSreXPo398ND2GSiE0CY1KBFYDgFZ0ZnCT9\n5AbcPMCdOgWdwpiqsQIQvJNOck1AH38cdBITs9WrrQPYJL/cXPj2Wygo8HU1VgDKkJFhncFJZe9e\nWL/eHQZqTDKrUQMOPthNVOIjKwDlGDIEXnwRtmwJOokp14YNkJMD1asHncSYqktAM5AVgHI0bQon\nnwxPPx10ElOuNWtc770xqcAKQDhYZ3CSWL3aCoBJHVYAwqFfP9i5Ez78MOgkpkxr1rh2U2NSgRWA\ncMjIsMlikoI1AZlUkoACkJAJYVLBRRdB+/awaRM0aBB0GhPVmjVxGTzLmFBo0wa+/tod3ZaZ6csq\nbA8gRgcd5GYMe+qpoJOYUtkegEkltWpB48bufACfWAGoAOsMDjnrBDapxudmICsAFdCnDxQWwgcf\nBJ3ERGWdwCbVWAEIDxEYMACmTg06iTmAqpsLwPYATCqxAhAuPXva2EChtHEj1K4NNWsGncSY+LEC\nEC5WAELKOoBNKrICEC65uW6u5tWrg05i9mMFwKSitm1hxQrX+egDKwAVJAJHHWUTxofO6tXWAWxS\nT926boDDNWt8eXkrAJVgzUAhZHsAJlX5OD+wFYBKsAIQQlYATKrysR/ACkAlFBUAOyEsRKwAmFRl\nBSBcmjd3Z2l/9VXQSUwxKwAmVVkBCB9rBgoZ6wQ2qcoKQPhYAQgRVdsDMKmrqBPYhzZnKwCVdNRR\nVgBCY+tWN1xu3bpBJzEm/ho0cJPEf/993F/aCkAlHXUUfPaZG6rbBMy2/k2q86kZyApAJTVsCE2a\nwNKlQScxVgBMyrMCED7WDxAS1gFsUp0VgPCxAhAStgdgUp0VgPCxAhASVgBMqrMCED7du8OCBbB7\nd9BJ0pwVAJPq2rWDL7+M+6GgVgCqoG5daNPGFQETICsAJtU1auR+btwY15e1AlBFPXva0NCBs7mA\nTaoT8aUZyApAFVk/QAisXm17ACb1WQEIHysAAfvxRygocJNmGJPKrACET9eurm9mx46gk6SpovZ/\nkaCTGOOvdu1g+fK4vqQVgCqqUQMOO8wNC2ECYB3AJl3YHkA4WTNQgKwD2KQLKwDhZAUgQNYBbNJF\n06aurXnLlri9pBWAOLACECBrAjLpQsTNDRDHfgArAHHQqZP7Htq8OegkacgKgEkncW4GsgIQB1lZ\n0K0bfPJJ0EnSkBUAk06sAISTzRAWEOsENukkmQqAiNQQkdki8pmILBCRkaUsN1pEvhSRuSLSzc9M\nfrF+gIBYJ7BJJ8lUAFR1F9BPVbsD3YDTROToyGVE5DSgraq2B4YCj/qZqTzTpk2r1PPiXQAqmyOe\nwpABysjx00/uTOCigbKCyJBgYcgRhgwQjhwJz1A0KmiccvjeBKSqRefI1gCygJLjmZ4FTPCWnQ3k\niEhTv3OVprJvZLt2sG0brFsXbI54CkMGKCPH2rXu0LgEnAUc+vcizTJAOHIkPEPz5rB+PRQWxiWH\n7wVARDJE5DNgLfCWqpbcTm4BfBtxe5V3X1IRsX6AhLMOYJNusrLcOPRbt8bl5RKxB1DoNQG1BI4R\nkcP8XmdQrB8gwawAmHTUsGHc5gUQjfMMM2WuTOSPwI+qen/EfY8CU1X1Oe/2EqCvqq4r8dzEBTXG\nmBSiqlHbSbP8XKmIHAQUqOoWEakFnAzcXWKxV4CrgOdEpBewueSXP5T+CxhjjKkcXwsA0BwYLyIZ\nuOam51T1NREZCqiqPu7dPl1ElgE/AkN8zmSMMYYENwEZY4wJDzsT2Bhj0pQVABM4kXBM5xWGHJZh\nn7DkSGVpVwBE5AoROUJEsr3bgfyRhSFHGDJ4wvJ3GIYclmGfwHOE5X/Erxxp0wcgIocDT+NONPsO\nqKGqCe9wDkOOMGTwcpwLXA9MB2ap6qREZwhLDssQrhwh+h/xN4eqpsUFyAfGeNfr4A4//at3OyOd\ncoQkQ0dgDtAH+DnwHnCu91hmAj+PwHNYhlDmCPx/JBE5EvJLBHEB6gM9gWre7SuA0RGP5wKbgBbe\nbUnVHGHI4L1uZsT1vsBDEbdPA75L0N9G4DksQ7hyhOh/JKE5fP9wg7gAlwPrgFeB8bhhKFoAa4BG\nEcs9ADyZyjnCkMF7/duAfwC/9m73AD4rsczrwN3edV+2ssKQwzKEK0eI/kcSniPwTpZ4E5GawLHA\nCap6BvAN8AdgG/AM8HjE4hOATBHJScUcYcjg5bgFOA54A7hKRK5X1U+AVSJyZ8SiNwAniEg9VS2M\n9lrJnsMyhCtHiP5HAsmRcgVAVX/CvZFFQ0pPAH4ArgR+DxwhIoO8x9rhhp7Ykoo5wpBBRLJw7bm/\nV9VXgD8CLbyOvv8DrhSRlt7iG4H53vPierRFGHJYhvDlCMP/SJA5UqYAeMNOF/0+43DzDKCqXwIf\nAHlAI2AYcKKIvAXcCcyOw7qrRVzPDCpH0BlK/nOKSKaq7gE+BwZ7d8/yLifi/rEfBO4TkcHArbjd\n3h3q7esmcw7LEN4cYfg/DUUOv9qz/L7gKuNl3nUp8dhxwD+Bk7zbbYD/AId6t6sBPwPqxiHHNcAk\noEuUxxKSA9dRdDHQPagM3mvVjrieEXH9ZFyb5uHe7UOB+7xsmd76/wU8HKccNYLOAbQs5W8zkRnO\nAtpHuT/Rn0ezos+B/Tt8E/leXIDrYM4J+H/k1976GgSZo3id8XqhRF5wFfFzYHHkBwr8BRgE1MPt\nRj4LZHmPvQb0j9P6xfsw/gK8CfQo8XiicrTBHSv9KnAL8CnQMJEZvNc7EZjp/bOeF3F/L++fLhsY\nideR5z32X2BwxO1qcchxCq7D8HHg/CByANWBp4AvStx/dAIzdAfm4TZMDg8iQ8TfxQzvS+zRiPuP\nSUQO7/+0OTAVeAd4DPg3cJD3+F8T+D9yPG6r/Q1c884/8b67cCMkJyRHyUvSNAF5bYYAqOoPwNvA\nBtxRBEX+qqovqOpWXMdJIfCsiLyOO4Z2aTxyqPtksoAuwG9U9ZMSHTL3+Zkj4r3oBMxQ1TNU9U+4\nXcaiXeR7/X4vvCwNgbtwu+wTgF+Jm/cB3CFtoqrbcEWqs4hcJyL1cQW0eFojVS2o5PpFRLJE5PfA\nn4G/A9Nw80+f5S2W7WeOEk1OBd5rZovIBRH31/MzQwnn4A4dPFtVF0bcn5OoDCLSAfd5PITbWz9E\nRE70Hvb18/DWn+n9n2YDq1T1RNyX60b2dajek4Dviwzv//Vc4EFVPRXXhLMLt8WfkByl8quyxLFy\nZuF2Cx9i365RLjAad4jUV+x/iJREXK+G62i6LN45gMbA/UAHXAWfCowFjvUrR0SG0bit2utxW3k9\ncYfSfQNcjdcchbcV4cN7kcG+XfrOuH+oTO92e9w/WfMoz+uG20uYD9wZ5xyD8Zo7gLrAvcDZpTwv\nbjlKZKju3b4Gt0X3BVGaHHzOkIlrSz7Ku30lbsu/tp8ZouT4NfCwd72e93fakihb9HF+LzJxhece\n3F7Gz4HxJTKuxU065ef/SFGOe3Gdu4exb6u+Gq7wHePdLtlMGLcc5eb0ewVVfBPF+2J7Gvgtbqv/\nSqAB8IS3zB3AQuAlvLZfYCBwtE85zsM1M1yHa3653fuQ6+N66z+IeN4v4pWjRIbzcbvKvwNuBP4H\nTAaOAEYBC/zI4L3eEGA1cJd3OxdYADSNWObvwH9KPC/b+1kdqBXHHH/2btfy/rmLTqB5BhgS5Xlx\nyxGR4c6I+zJxzQ21cV/Ed+EO7UtIBu/vcIL3ub+Ia2N/AXg5QZ/Hn7zbHXGduk8AK73/laeBp3x8\nL/oCc4ExwGXeOk/FbRgdHbHcFbhZCItux/v7IjLHpcCHQB/vsaIi8DJwfInnxTVHTFkTubJKvJH1\nvD+ioj+SU4G/4ar7PbgmkFnAFuAPJd7ITj7mOAO4GVcI5gGXRiz7OfDzeOeIkuF03B7IhcAIIra4\nvUz5PmSo6/3hjsD1NxR1To0HJpbIOpt9W+T/F/n5+JCjXYnHq3tffp1L3D8sXjlKy4BrZhnlXR8M\n/AQswtsC996Lm3zK0MG7/3bgY+AG73YmrhnhxHi/D+X8XTTGHcN/pXe7JrCefXvJV8U5xwns3/fz\nD9wG40XAJ959GbhO6eeBXO++s+L1P1JKjoeAv0TczgPmRtwu+p/+ZTxzxJQ1kSur5Jv5DHB1xB/a\nhcAjuBMkVuC2dH7j/YFnJShHNu6ogvtwnZ8jcM1RNb0/rLYJfC/uB5bh+iLAbZH/B2jmU4ZDvJ93\n42Z4A9dOGfmPnYVrFipatspbmOXk+HeJx5oAb3jXWwCDvOs1fczwTNHvitsIeAdXiF8GXoh4Tlzf\nixIZni36PXFbnX9kX+G5F7goQZ/HRO96Bq5Z9ISI5f4OnOHTe1EbqMG+5sjfFn3x4rbIi/53jiJi\ng8WH96JkjsF44/d4t/O9z6MarjP4dr+ylHdJhk7gl4BuItJcVbfjjvxZgzvapI2qvqSqz+I6UvYk\nKMc2YAmwGbeVUR13evZs3NEfyxOQYbuXYQ1ul/+PIvIvXNPQXFVd60cAVf3Gu/ogkCciZ6jqj7im\np1tFZAjuiKSuwHbvOTt9ztFeRE6JeLgNkCMiI4ApuC0+cB1vfmVoJyKneb/ri8BsVT1CVQcCh4vI\nYd5z4vpelMjQRkROV3dS0QPAIcBQ74zb03FFIRGfR1vvvSjEbZw8LiKHisjNQG/cHpEf78UOVd2l\nqnu9u07GbZiAa6LqJCJTgIm4PRVfhneOkuNnwLcRi+TiNho/wo1zNDLeGWIWVOWpQDVtjmvuuSni\nvplAb+96XLfqKpjjfbw2O+BIfNrqLifDLOBwoDVui6dVAj+bobijkIpun4Y7tO7fAeR4L+L2Nbij\ncR5NVI6SGUo8dkAHbII+jyNwfVWP4G2hB5TjPu9vYmIiPg9ck1cGrom2qGmuHa5/pDfeQGoJztHW\nuy8X1zf0b6IcKJHoS1LMByAix+F2LR/GtW3+E7hZVT8KOMdY4BZV/TDADONw7aiJfi8yVLVQRF7A\nHVVRiPtcFmgC/6ii5NiIGzd9iapOT3CG/+DGbRfgaVWN61mjMWZ4AbdXKMBjqrogURmi5Pge2IFr\nFl2gPux5lJJBcHvl/8TtNV+MG1bhanWHWiZElByXActxHfbrEpWjTEFXoApU09NwX3ZLgGHpnCMM\nGbwctXFHWqwHhocgxwZgRLq+F2HIEOXzCOq96IXbKJkJXBLgexGKHKVdkmIPoIg35o6qv239SZEj\nJBl+hzu2+0ZVjWv7erLlsAzhyuENJHc+cH/A70UocpQmqQqACZei3X3LYRnCmMOUzwqAMcakqWQ4\nDNQYY4wPrAAYY0yasgJgjDFpygqAMcakKSsAxhiTpqwAmJiISEMR+UxEPhWRNSLynXf9MxGZ6dM6\nJ4rIXG9MH9+IyNMiskRE5ovIP0UkM+Kx0SLypZeje8T9Y0VknYjMj/J6V4vIYhFZICJ3l7LOBiLy\npogsFZH/FU0oJCI9vfe06DKwlOefJCJzRGSeiHwsIv0iHnvde+4CEflHtPFuRGSk9xmOirh9XYll\nvhKRxlE+96LbWSLS1PucvvRyTBGRdiLSxlsuYWfemkoI+kw0uyTfBTcL23U+r6MZ8GUpj2XGeV2n\nRlx/BhjqXT8NeNW7fgzwYcRyvXETmcwv8Vr5uGlCi8Z9P6iUdd4D/N67fiPetIi4kTyLJlVpBqwj\nYl7jiOcfgTf2FG4sqO8iHqsbcf0F4NdRnj8y8jMsedu7bwXeFKOlfe64sagui7jdhYhx7oGtQf+9\n2qX0i+0BmMrYb4tSRLZ5P/uKyDQReVlElonIX0TkXBGZ7W2p5nnLHSQiL3j3z/bGNyrpf8DB3pZm\nbxGZKiIPiMhHwHARaS0i73hb5m95Z1wiIv/ytno/8DL09bbWF4nIuGi/jKq+EXHzI9xZrODGiZ/g\nLTMbN8JoU+/2TGBTlJe7EvdlvsdbbkMp7+FZuHkU8H4O9Jb/SfedRFULN4xAtMzz1BvxVd20jzW9\ns8NRN1Js0dni1dk3TWhFldxzKPm59wN2q+oTEbkWqOr7lVyfSTArACYeIr9gugKX46bAOx83Kcwx\nuIHzrvaWeQh3avwxuKkT/xnlNc8Elqvqkd6XLbjZvo5W1Qdwg+H9S1W74bbaH454bn1VPRY3EuYr\nwN9U9TCgq4h0Le2XEDd36/m40RvBzSUQOYzvKu++snQA+ojIh17ROqqU5ZqoNyCY90XeJCLH0SLy\nOW4+gSu0nLNqRWQQ8KlGzJ8rIm/gBsfbitsL8ENn4BOfXtskgBUAE28fq+r3qrobN/Lhm979C3BD\n4YKbU/nvIvIZ7gu6rojUjuG1n4u4fixueGGAp4DjIx6bHLHOtaq6yLu9MCJDNP/ADek8K4YspckC\nGqhqL9wUoc/H+LziIqqqH6lqZ9xczzeLSPXSniQihwN/wRXdfS/mJh9vjpuYpH9F1h/j/SYFWAEw\n8RY54FVhxO1C3JcjuKaEY1S1u3c5RFV3xPDaP0ZcL+uLKXKdJfNkHbg4iMhtuPb6yI7QVUCriNst\nvfvK8i1uQhhU9WNgr4g0EpFxXqfoFG+5dUXNSSLSDDd08n5UdSluUp3OIjIwovP1SO95Lb11na+q\nX0d5/m5cgT2rnMzghktuUOK+urhJj0qzEDe7lklSVgBMPFR0VqU3cTMiuSeLHFGJ152Fm2oP4Dxg\nRmWziciluFmbBpd46BXc1J+ISC9gs+4/jrtEef2X8ba4RaQDUF1Vf1DVi71iNyDitS/yrl+Im8kN\nEcktOgpJRFoDhwJfq+rL3vOPVNVPvaOGpuBG3Cyej0JE6ngFpahJ6wzcsOHlmQ6cKSJ1vef+Epin\nqqUWWlV9F6juvX9F6+8iIr1jWJ8JASsAJh4q2nwwAjjK6xj+HDeDVHnPL/law4EhIjIXNxPaiFKW\nK+s1iozBtcF/6G1h3wqgqq8BX4nIMuAx3ITuAIjIM7gi1EFEvhE3FSbAv3BTMy7A9U1cUMo67wFO\nFpGlwIm4SX7AHV00T0Q+xc3tfKWqbozy/GFAW+C2iD2Dg3DzM7/ivS+f4o4ierSUDMXUTRzzd2Cm\nt+7LgUvLfhbg5uQ+2etwXwD8GTchjUkCNhqoMWlIREYC21X1bz6vZ5uqZvu5DlN5tgdgTHraDlxW\ndCJYvBWdCIbtDYSa7QEYY0yasj0AY4xJU1YAjDEmTVkBMMaYNGUFwBhj0pQVAGOMSVP/D+eyhUd6\nzS2rAAAAAElFTkSuQmCC\n", | |
"text/plain": [ | |
"<matplotlib.figure.Figure at 0x106c49b38>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"%matplotlib inline\n", | |
"import matplotlib\n", | |
"import matplotlib.pyplot as plt\n", | |
"\n", | |
"import numpy as np\n", | |
"\n", | |
"from astroplan.plots import plot_airmass, plot_sky\n", | |
"\n", | |
"times = time_range[0] + np.linspace(0, 20, 30)*u.hour\n", | |
"\n", | |
"fig = plt.figure()\n", | |
"ax = fig.add_subplot(111)\n", | |
"\n", | |
"plot_airmass(sirius, uw, times, ax=ax)\n", | |
"plot_airmass(hd189, uw, times, style_kwargs={'color':'r'}, ax=ax)\n", | |
"ax.legend(loc='upper left');" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"Plot celestial motions:" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 27, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"data": { | |
"image/png": 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HfHzEYwDm1fzOAOwBsNXr9W0A+vJoi4hz4WcA1Tz11RWlUmnhVcWe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\nAAAASUVORK5CYII=\n", | |
"text/plain": [ | |
"<matplotlib.figure.Figure at 0x10a499898>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"color_list = ['b', 'r']\n", | |
"for target, color in zip(target_list, color_list):\n", | |
" plot_sky(target, uw, times, style_kwargs={'color': color});" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"Make a fast finder-chart image:" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 32, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"Downloading http://skyview.gsfc.nasa.gov/tempspace/fits/skv9587923729804.fits [Done]\n" | |
] | |
}, | |
{ | |
"data": { | |
"image/png": 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vV3Jd+NE777yT2267jSuuuAJjCoXhMzMzHzofz1lkJBkHO/KYmpri7bffprGx\nkebmZmpqarjkkks4fPgwuVyOrVu30tnZqQTdddddx9VXX61K1tkQ3Q5lx8fHtepc3oN3yVfJ2ni9\nXnUU8XhcJ6g4CoH2CxYs0MEoAkV5X1TPdXV11NXVaZ2QOAwh0wcHB5k3bx7pdFphuvBJwr0MDg4y\nMjJCMBgknU6zc+dOKisr2bhxI11dXUWrcD6f13PKZrMkEgleffVVXn/9ddauXcs111yjyt/R0VGi\n0ahm4ezCy9laJEC5KSHjS0pKqKqqora2lhtuuEFX5pqaGhV3ysS68cYbqamp4e677+aBBx5g6dKl\ntLW1cdVVV+kYkG4Ccg/sk/eCCy7QEFpQbiqVYnR0tEhxL4pocdStra3MmzdP77s4/97eXkKhkCZC\nBCVJqJ7JZJiYmGDt2rW0tLTgdrtJJpMYY7S0xb5IAXR1dbF8+fIirkjGRnV1NR6PR53d6Oio1sCJ\nQ5LnJqUmgryWLl1KLBbjpZdeore3lyuuuIKrr74av99PWVmZcljz589X7tWyLD7ykY9w/vnnqyA2\nn88XLTbvZ+esM3o/XUtJSQllZWWEQiHlFJYsWcJnP/tZDh48yObNm3G73fT39xMOh1mwYAEOh4Px\n8XHlGWQwCOnr8/kUvWSzWYW6wqEkEgkikYgO4mw2y6pVq2hpaeGhhx7i0ksvZdWqVcC7mhlxMvCu\nw5PvHjt2jMWLF+tgKikp0dq1XC5HMpmkoqICr9dLb28vkUhE9VQykCR8lUm1c+dOrrjiCg2fZAJL\niJVOp3WSiMlk2b17N7t37yaRSHDZZZepYHH58uVFfIsgA/t37SbFw/b30+k0wWCQyclJAoGAhnDv\nR+hLpu/666/X8pSVK1fqfZPi2GPHjpHP51myZIkeR7RoUlNXU1OjzrGrq0ulB6Ojo7jdbj72sY/x\nyiuvcN1119Hc3IzH49FFaXh4WFGNXRMk4XMul8Pr9bJ27VomJyeZmZlRviWbzTI9Pc34+DhDQ0M0\nNTUxf/58rUsUZ5dOp4vIc2lJIvoqEfhOTk7S2dkJFBbisrIyYrEYvb29yhO6XC5dkMSJXXzxxfo8\nZLyIsw6Hw5q8aGlp0TD0g8pG7HbOOiPJ6NhNeAdBF+IwFi1aREdHhz6AqqoqgsEg8Xicl156iTff\nfFOdhqzwUrGcTCbZv38/jz/+OM3NzXzsYx+jsbFRNT6PPvooXq+XW2+9VdPXMkk3bNhAbW0t4+Pj\nSviWlZXyZ+NLAAAgAElEQVQpmWuMeY+qtba2VrN7w8PDtLa24na78Xg8DA4OKnpwuVwsX75cZQMi\nypM6J3sHgU9+8pNMT0+Ty+XYuHGjOt1MJkMikSAajXLkyBFWrlyp5yEizOuvv56mpiYaGhqIRCJY\nlqWciaA9cXLvl/oWk1VXngmgeqRnnnmGUCjEtm3bNDspE2NmZoabbrqJ5uZmli1bRiwWU5QHFI2B\nmZkZdu7cSSaTYeHChUW1c/I5QTFCHkuGFArktMfjYcmSJRw4cIC6uroi0laEr1VVVYoCM5mMIlOZ\n/OIAv/vd71JeXs5VV12Fz+ejoaGBaDTKs88+y7PPPsvll1/OXXfdRTabZWxsTIufy8rKNPUuaEic\nbjAYZNmyZRw/fpz9+/fT2Nio+qx0Ok1vby/vvPMOK1eupLKykmQyyejoqN6D/v5+5YzstYLCedqL\nte0mCZMPs3PWGdlVwTMzM7S1tSmRnEqlOHXqlAogV69e/Z7q+d7eXlpbW4nH4xw7dow1a9bw6quv\n8thjj3HZZZdxzTXXaHuHn/zkJ+zduxe/309LSwu33norUJhMBw8exOv1ctlll1FaWqplCwDr1q3D\n4XCwa9cuHn/8cTZs2MDmzZtZsGCBEvCiNbKbZOlqa2s1a2JZlha5vvzyy9TW1vLss88yNDTEZz/7\nWa38ttdf7d+/n1gsxvr16zl58qQOZikmFi7H7XbT1NREMpmkvLycoaEhXn/9dS688EIWL16syO7w\n4cPk83lWrFihTkHMXioiC4E9xS7XFI/HNWMnAtKBgQHVEUlmbHJykrfffhuHw8GNN96o6ft4PK6I\nzn6/JMSenp6mvLxckwUyqcR5iLB0cnKSdDqtAliAlpYWYrEYY2Nj3HjjjUV6JbfbjdfrVcQlGVEp\n3hWOTSyRSODz+WhpacHhcLB//34CgQDT09PU1tbyuc99TpG5ON+RkRFWrVqljlOQkai9PR6Phu/B\nYJBFixYpFyXOtb29nZaWFsrLy5WXq6mpobe3F2OMOsSpqSnKy8txu90MDAyo9k24MyhwbYLGpKXK\nh9k564wEYpaUlODxeFRzAYUJOX/+fJ1cImQbHh7WPkKDg4MsWrSIm2++meuvvx4opGM/9alP0dLS\nopmKiooKjftLS0spLy9XJJLJZFi9ejU9PT3MzMzQ0NBAX18fTU1NRa03hAcZHx9XRyWQXGJ8kQKI\ntCAWi+Hz+SgtLSWZTGJZlmahAEUocg/ERH1ujOHUqVMqRViyZIkK+w4fPszMzAxdXV1AYTI3NTWp\nhiUYDLJ06VKdyHLO7e3ter6SbRHifGJiQh2NVNr7fD4tbDXG8Mwzz/Dwww9z5513sn37dlV633XX\nXToB+vv7GR8fJ5/P09fXx0UXXVTUCkQymsL7AdpfyO1285nPfEbbjshzh+J2M4IyRFNjjFHOLRwO\nk8vl6Ozs1OuX7wivJL8tYbwgBiG65ffvvfde1bGJs/jxj3/M5s2bWbdunaKosrIyVU8fPnyYkZER\nNm3apGUy4iDsIb10ApCxkEgkyGQyRSl+QWPz5s0DoKmpScNccXIia7ELd+1oO5FIqFRm3bp1Hzon\nz2lnJIQjoLG6DC57eYIQkFJm4Pf72bp1axEBLlqN1atX6/Hz+TyBQEC5A5fLxaWXXqqrrKTiRXkM\nqFbFsizGx8fx+/0sXbqUO++8k2g0quGhoBJBEELYut1uDh06xEsvvcTmzZtZuXKlDvaZmRlFJrlc\nTvslye8JvwAF1HHJJZfoa3I/LMtiZGSkSMQJ7yqXZXVsampS9CH3U8h5qbETOYHwDvl8oZWq6FWE\n/JTfaG1tZdu2bXR1del3PB4P9fX1mnI/evQoMzMzbN26lcWLF+N2uzl9+jQOh4NAIEAmk2FychKv\n18vQ0BAOh6OonEdCSDl34YqkOl10XhUVFYRCIc0synX6fD5qa2vVkUroK5KM0tJSbZhmb89hH0dy\n/VVVVSpgbW5uJpPJcPHFF9Pa2qrjFdC2wplMhu9973ts2rSpSAktzlyEpPYIQH5b6jHtNAEUJACf\n+tSnisJUWeSgEGaKdm1sbExbkkhhdTabZdGiRTzwwAPa9veD7JxtOysciAjBJG0tK8fU1BRTU1O8\n9tprrFq1iqamJiUtxdHIQJP0PEB1dTXxeLwoDetwOJiZmdE2E4FAgFwux8TEBFdffTUXXXQR9957\nr/YpBnQgSefEoaEhxsfHKSsro6qqSrMfMpCESE6n0wwNDdHd3c3KlSt1UHg8Hl588UWOHTvGdddd\nh9PpZM+ePZSVlWlFtvyuhB3i7ASBybUaY7SXsqyE0pROkJd0WoxGo5oFkwmez+e1jYYQrmVlZSQS\nCb23QniePn2aefPmacO62au3KNd/85vfsGLFCtra2kgkEoqw4N2ulCIoHRsb03S0cGTiAMTJSVpc\nOEAh80WoKddiV5VLOCy8lhzL3l7Fzt/YO4MKz2dZlirMxSnK8eT+C/IoKSnRhnFy//bt28fChQu1\ndYico6TeRUgrnJ/93OW37FxdOBzmmWeeYfPmzZSVlWnHAFHWC3/kcrno7u7mwIEDrF27VpGy+Bd5\nflVVVVhzbWeLLZvNcvLkSQBtmWCHmoIiampqinr4zOZn7BkLe0pYkIY4jPLyck2vysqzZ88eVqxY\nwfz58ykpKSmq2pbWF4IcYrEYTzzxBLfddhtlZWWaWRPhnaAiEQ52dnZqKCjXtmzZMlpaWlTJfdFF\nF+n12q9H/l8cnGimxKHk83nN5jkcDm2bIqpyUfzas1GiexEH1dLSompi4YL6+/tVMT49Pc3x48eL\nmplJGUU0GmVgYABAj9PV1UV1dXVR2CNmD0Ol6FOcuMvl4plnnmHFihVUV1czODjIO++8QzKZZMuW\nLdqgze5Yksmkcob2Eg77+BAHJ9KNZDJZ1DESKNqkQVLf0lRNiHg5vjgLezM5yf75fD7tjLl27Vpt\n1zE9Pa0ITf4rJLc8ZxEjis5LZCDy3u7du/nhD39Ic3MzGzZs0E6RkUgEl8tFeXl5kYOUekyZU/I7\n9pKrD7Jz2hmJtsTr9fLmm2/icDi0Ery1tVWrmQGtH5MBIQPJXlcF7+o75G/5LVntoSBaFJXrpz/9\naRoaGrQmSAaDPc0tZPRll11GU1OTvjYxMUFZWRlvvfUWmUyGTZs2aT9tWVXFQdrVuiKys1foy98y\nqWZmZjT9LGEWoGUv9lo3KEyMiYkJvF4vsVhM+3JLJbnsVCKtV6Q/dS6X4+jRo/T19QFwwQUXAGjD\nMXtXTLn/Bw4cYO/evXi9Xm644QZisRjt7e2UlpYWKbyldYc8PwkhZQKKnmvfvn20tbXh8/l45ZVX\n+M53vkMgEGDhwoW6QNiR84kTJ/jv//2/c9999yk3JOGLvZxH7qu0+4jFYnoOElaJoxVey+l0FoWm\nshjZx499jLW1tSn/ZifipT6vqqpKF4aBgQEteBWHKHIPQZuSVRO6oqOjg0984hMaGSQSCU6cOEF9\nfb2WsdjV9bt372bhwoWsX7++aPwCujB+kJ2zCmy/38+iRYu0hklS6ENDQxou2E1CFgmb4P31MPJZ\nYwwHDhwgEomoPkRUyKIZeeaZZzQjJoNOBoIgDHmtpKSECy+8UFd9QUGAthQRklZMuIHp6Wmmp6dx\nOBzU1dXhcrmYmZlhbGxMa7VEyCcm5QhQjAZnh0gy6P/lX/6FV155RQlsyaDIeQQCAdXLlJeXc/To\nUUU7/f399Pf3q0ORe+JwOLQxmYRTHo+HBQsWcNNNN3HVVVdpj/KSkhL9THt7u4YRsuicPn2ab3/7\n2xw4cEBLOaS05aMf/Sgul4uBgQEaGhp0qyEJt4VHEXQkpK6gPuEVJWST5ymo2V5mc+TIEUZHR4uE\novIM5Z7aETW8yz8KWXzw4EFV3Q8PD6uuyB5iS5M4KQR2Op3U1dVplkzGrrT5sPNeEgkEAgGWL1/O\n5ZdfTkdHBwCHDh3iq1/9Kt/61rdIJBLq6CTp85//83/mpptu4tixY6qGFzpDFpwPsnMaGdkzDLW1\ntfT09CiZKyaV4jIY5cE7nU7GxsbI5XI0NTWps7LzFAcPHlSV6uTkJC0tLbhcLoLBIG1tbVqHJau3\nFDGK5sYO54U3sA/u5uZmrYerr68vSvULdBbCXUJJgd/ZbJYzZ85oql64JfskgsJEePvtt5k3bx6p\nVIp4PE5VVRUlJSXahsLtdvOzn/2MBQsWsHz5ckpLSzl9+jQ7d+5k27ZtRfdTygzi8bhe09atWzXt\nLsjC4XAQDocxxmgzOGmuNjIyohkeu9BR/gnvNjU1RSaTobq6WktXBMW2tbUpwtu/fz/Hjx9n1apV\nrF69mr/8y7+kvb2dVatW6edjsRiDg4PU1NRQVVXFl7/8ZVVF5/N59uzZQ29vL7fffru22pDulvJ8\nQ6EQLS0teL1eLY2Q5yIhrUgH7G1dpDyko6ODaDTK6OgoqVSKhoYGDZ2lOb44GjleJpNRJCQZrlgs\npkkTcajSJ1zunfBI8XhcC2vj8Tjd3d24XC7tOpHNZpXjkvYyIyMj/OpXv+KGG27QxTefz9PS0vKh\nc/KcdkaCCPr6+mhubmbjxo1AoVBQ+iqLc5G6r/LyctLpNC+88AKTk5M4nU6uueaaopAnlUqxf/9+\nfD4fw8PDHDt2jM2bNxfpVmSlLC0tLcpI2Xknu0mNmwxY2TVDYn0JH+0moZo4OSgW+QnHI5XrULz1\nj/AU0WiUXC7H6OioOhGpAi8rK8PpdPJXf/VXiq7cbjcLFizgIx/5iDpSyTqdPHmS6elp7dMM6H0R\n5Cn3cvHixcRiMSKRiDrWoaEhnnrqKZqamhgdHeX+++/H7S50i0wmk+zbt4+SkhJWrlyprU0cDget\nra189KMfLcpkyore0tLCa6+9xuDgIC6Xi76+PjZs2KBOQo4hdWKCgCTlns/nWb9+PbW1tRouzU4w\nSGuPhoYGcrkcTz/9NAMDA4TDYRXMSobMXlYh59rb20t9fT3BYJBt27YxOTmJw+GgsrJSw0NBaLKN\nkL0wNZfLMT09zauvvkpfXx/nnXcey5YtK1qgREUu2bLZyQyfz0cgEODOO+9k1apV7xnP8t/6+nqu\nueYampubdcwZY5iYmPjA+QjnsDNyOBwMDQ0pYSoTWnq9nDp1irVr1+pqISEPFKDtihUr9AEIrBbB\n3VNPPcX3vvc9Ghoa+OhHP0pNTQ3l5eVFe16VlZVx+eWX695TokOaXXAqJrB+YGCAuro65WKkpMTO\nI9ivUUof7MeBwgBvaGjQyS+DX4pXBeWVlpZy0UUX8dJLL/GLX/yCO+64g/Lycm0pIkhy7dq1RahR\nuh/IfRPiuaWlRVHNQw89xNatW2lubtaQTZCBpM+Fa1m6dCm5XI72s5XzP/nJT5icnGT58uVcfPHF\nQKH39tNPP43P56Orq0tXeZnk0usZUIfrcrkYHx/ntdde022noLAl1GwTRx6NRpW4l3sVCoVU3Clj\nRNDymTNntAG/8EVer5eJiQmOHj3Kpk2bijRA8jwkM2mMYfHixVrLl8lkaGlp0UZykukTx19ZWakN\n94SHOnjwIH/zN3+jnUkbGxtZsmSJaqQkW/f444+zbt061q5dq+cSiUQUpV1yySXq+OwbQ9g5Tr/f\nrwkUee3MmTN8+9vf/rApee46I0CJYoG00tdICjBHR0fp7e1l48aNRfG91GEJKpF0t2TJtmzZwoYN\nG7S9hqyShw8fVkKxpKRExZHycEU8JgjHjk7svyGckgjo7A3a7Ipb4W8kpWzPvkmGDNBUczQaZWho\niPr6eiVupTfT4OAgPT09isZELCkOUZCShF7pdFqr3aVS/PXXX2f16tVUVlaSTqdpbm7WVR0oSv9D\nYfJLnxwhp5977jmGh4dZuHAhZ86c4fvf/z7RaJTp6Wn27dvHnXfeyfLly9VRAFpEK3vOTU9Pc+bM\nGVpbWwkGgyxcuJC/+Zu/0cb9N954o9YmynnI3yIOrKur066U0h5ESF7JDgqp/eKLL7J7926+8IUv\nsGTJEnK5HOeddx5NTU1EIhHV6dhr2ADNeslrTqdT9yvL5XK88cYb9PX1sWXLFqqrq/U8LcvScSTo\nNxQKceONN5JIJLjkkktob28vynTJOPr0pz+tKFuEndJJIp8vbKu1YMEC5Z4EYQr6lrEkr4tJUujD\n7Jx1RsYY3c1CRGny0KDw4Pv7++nr69OMRUlJiXIsIjK0dyaUQSPKVhnA4iiEYJbsikw+O3kpMB1Q\n1CGICwrZExlgUqAog1NIWXEQEkJJWt1+TrJq53I5ZmZm8Pl8vPDCC+zZs4dbb71VNUSyIl500UVU\nVlYWDSgZ+IIopa2rOLZ9+/axbt06nbTDw8NUV1cTCATo7u5m9erV2nhNJoYgQHG0cs9kR5WNGzeq\naPPIkSOEw2EWLlyoYczq1atVxyUhhvAp4tBnZmY0FS0Zv/LycqLRKM888wxr1qxRpCALgCBFu+RC\nspjl5eWMjIwo+nU4HPT09ODz+YhEIrzyyiusXbv2PUgqn89TXl6u4yiRSBTVHdpRh/RKEufd29vL\nI488Qk9PjxavymIzNDTEiy++yNVXX61Ow+VyccUVV+BwODSRIAuaXeQo8hM5J1Hdt7a2alG1fdGQ\nhcmegZPCbxnX+XyeyspK7r33Xr7+9a9/4Jw8Z52RTFiZ7II2pChVUvtHjhwhmUyyY8eOol09w+Gw\nDi5xHlI5DWj2Q6BuNBpVmYCYICJ5sEKW2+N0cR7vxwfZX5fPRSIRcrkc1dXVRdtkiwTB3kRN/nvi\nxAmWLl3Kpk2btNTDrg8qKSmhoqKC9evXa9GtkPryu6dOnaK5uZnR0VFqa2sZGRnhnXfeob29XduY\nrF69WtFiQ0MD8XhcC2rFZPJLhkf0V0I+i4pXJBD19fVUVFSwdu1arrzySsrLyzWFLCuzFHxOTk6S\nzWZpamqirq5O0ZaQsJZl6QaPopmRiWp3RvL7siCVlpbq9kYiHPze977H8uXLKSsrIxgMcs899yiH\nNzExQUVFBdXV1fo8ZJxMTEzoNkmiPQKoqalRR3fmzBn27dvHO++8U9Rv6ujRo5SXl3Pw4EH27dvH\nli1bdIyGQiFVwMtuOBIWy7OW0HBsbEwJcjvpL7VxsnjZx55lFTobyIaYMm7E4QNFtXfvZ+esAnv/\n/v0Amm2YmprC7Xbz85//nEOHDvGDH/yAWCzGyZMntdm7qGOhUMMlfEs0GmVsbEybrkmIIjVD9lQv\nvMv/SAZCTF6XsEUQg73w0a45kZXI/p4gk8HBQWKxGMuXL9fQTX5D2jxIlk0Gl6SeW1patPxAznFm\nZkazWOKM5JhyH+2T9fjx49pQrrGxUbdtlkZh4nTsCng5noSlQshKDZegGSjUw0nbC6k5s6/wkrWT\nCSfbECWTSVUnS6GtdII0xjA1NaVdBGQxkWckmUo5d9n5V0I6+ed2u3n00UeZP3++7lG3YMECvbbh\n4WHq6urUMczuWS1jSJC6fY4mEgl+9atfEYlEmDdvHo2NjbS3t5NMJvnLv/xL3XhUhK+hUIiBgQEc\nDgc1NTVkMhktg5ENEsTZOJ1Oenp6ePHFF7Esiw0bNmhLYrk2Icg9Ho/yljJO5Z7K2LB3xhB+7qzO\n7H3Vj+esMzpy5Agej4dgMMjo6Cg7d+5kxYoVukLKjqvyb3YTfMk+QIGTePnll7nooosYHBxkbGyM\nyclJzbIJ4pEJaw/pnnzySaDAM0mKVFaQqakphoaGKCkpKdqXyy4yk9VJuCtBFb/4xS84ePAgX/zi\nF4sa5sO7jfqlw6E4Skkjywoq5QQSMsl2OfbrkWydbPbY3d1NOBxWcaPs8Coho0xWcUzCL8nghXeV\n3/ZmdXZtVz6fV2WzPI/345tGR0eVhJfSGhG5ZjIZYrEYw8PDVFVVqYDPGKOCTDlfe4bTzoVI+G3v\n7WMvpJWJDu92iejv76enp4f169dTUlKile2zt5uSlLo9qybHGBsbY3R0lHnz5hEIBBTZHz58GKez\nsIVWZWWltsORkMzhcBShopKSEuLxuGZFpSRlampKn59ci6Bg6RZRXl6uziYej+tW5lLQK9+VsSPI\na64c5H2soqJCJ7VsjSwDSeJ4WV1F3GXPDkhDK7/fT2NjI9u2bdPWpLJFjR0NCcKRAS51PlJfJGlS\nKa70er288MIL/O3f/i1bt27lC1/4gq5sp06dor6+vmj3TuEFZGDfcMMNXHnllUWruPAFcg32lUtQ\niogaBWXYtSgSxgp/ls1m+e1vfwvA5ZdfrrzQrl27+NrXvlYkwJRwQNCGnU+z10PZxZcSKslzEQcl\nE0jOWUJR+0aG9hV/eHhYN0qUZIJktIRfAnQXWkGyHo+H48eP89d//dcsW7aMz3/+81pqIU4NipGc\nmHCDckxxWPZ9yewOWByOnTOTxIS8LghXNkqQsE0ysCJMbGtrK+rcKKgHCps6SieKbDZLZWVlUftf\nWYz9fj+JREJ3ie3r6yOTyWhRsb17hCwCco6SGJJ7Iouo/f68n/1RFdjGmGZjzPPGmHeMMQeNMZ89\n+/r/ZYw5Yow5YIz5mTEmaPvOQ8aY/caYj8w6VsAY02+M+fas179hjDl29jc+c/a1u4wx//HDzk1S\n6TIppZevTBSXq9DeVLJBwg/AuwhDUsdSVCnp6bq6Ot2Nwx4nC/yXB+h0Olm3bh0XXnih1gVNTEzQ\n29urpRMdHR2qJpZJJ1Xhs2uw7CsQFLoKHjlyhLGxMZ544gl6e3vfcx+kx40cS1BJKpViYGCAX/zi\nFyqyGx4e5vnnn9c2GVL5X1NToytvV1cXS5cuVd5GQjdZWY0xnD59Wkl8Oy8mjmdqaooTJ05oOwxj\nDKOjo4yMjGjNoN3siMQe6gUCAe1eKGRsPp9XwaH8tkwcaZYvDkAq52+55RaWLVtWNDZkxReUK+po\nkYYA2s/qxIkTnDlzRmvo1q1bp+G9/Xj2EiO7IxJ0Ykdb4tzz+TyTk5P89re/VUcn6FgWS7m/YoOD\ng7zwwgvaNM0uGpWESjqdZnp6mtLSUhKJBH19fbrDr72FCKCFsrM7VgqCFaT3u8pB/tjIKAt80bKs\nA8aYMmCfMWYX8Czw7yzLyhtjvgl8BfiKMWYp0AfcCzwKPGU71v8JvGA/uDHmz4Emy7I6z/5/te3t\nD40/pVXFwMAAU1NTrFmzRmuV4N2UtrSU6Ovr0xSz1H/JwJHVUqr6xcHNOlclMCXOhkKVvzi6eDzO\n97//fcrKyrj//vtZvnw5X/nKVxSViXZFts2ePZkArW2SxvVer5dQKKSZFXEMMpFE8SwrtQgx8/k8\nw8PD/OpXv6K1tZWVK1fS1tZGMBjUNrbJZJLa2lpaW1sVZVVXV3PDDTfoBDpz5ozWQ8k9kHBJnKe9\ngFRU5BUVFVrFLuc1OTlJd3d3kZ4HinenFZPBf+zYMVpbWwmFQpSVlWk62q7pseusRkZGOHnyJMuX\nL9fF6JJLLlEuT9L14oyli4A9jJT3ZJNQUbGvW7dOEZmos+3jQ4pk7cJPMXEQUECZ9gb9EnJKqBqP\nxxkdHaWpqUnvoyC9SCTCyy+/zIkTJxRJ2cen3QHKVuAAGzduLArX5dylI4GQ1bFYjNHRUe1aKaG8\nMYbJyckPm5J/XGdkWdYZ4MzZv6PGmCMUnMdvbB/bC9xw9u8cUAp4sDkTY8xaoBbYCdg7NN0P3Gb7\nvfGzfyaA6Ied28mTJ2lsbFSNivAc4kRGR0cpLS1VBCKp6ra2Ni688EJtoSppdREuDg0NKXEt9UJ2\nAlYmnJQiGGM0A+RwOFi6dGlR5kS23hHYb+d3stlCz2tBAFJYKitSe3u77tFlVxNbVqFoUjIfiURC\nG80L6sjn86xevZqqqira2trUKUjoI4pst9utfIeYpHuHh4f55je/SU1NDV/60pd0cPv9fu2nLKlg\nQWjGGKqrqwkGg0QiEeUmmpubtXe3XZckWUvZgNAeHkgYZW95kU6nmZmZIRwO6y4qsjiIg5QNOgVl\nSGgooaksPoJyZVtreHdXDskESs8qO9qRvc7sC4B9g0e7YxXEEg6Hi8hs2VBCkio1NTW6K28wGOT4\n8eMcP36cK6+8kjNnzqjSf2xsDGMM9913H16vl+np6SICXfYOlEVOOEFBz4JCZcGVnYoFkTudTn0O\nEjLLuN+zZ8+HTcn/dZyRMaYdWAW8OuutTwD/AmBZ1lFjjJsCAvo/zn7PAH8PfAz4s1nfnQ/caoy5\nDhgFPm9Z1knLsn78u85HCNVly5aRSCRUxyMrZGVlpQ5mySQtW7aM+fPn43K5igpGZ28PLf1jZJPH\nefPmYVkWU1NTHDhwgIaGBu2pLaSiz+ejqqqKW2+9lVwux6lTp3jwwQc5cuQI119/Pddff71qPMQx\njIyMsHPnTs3krVq1igsuuACn06krp0D3mZkZpqentc2G3AMZQOKE/H4/ExMTDA0NUVdXx8KFC3VQ\n5fN53c3D9ly1/EHuVy737tZIHo+HioqKoo0unU4ng4OD2lZFYL9cm0w4IWftvIm9lQkUVubDhw9z\n4MABNm3aRPvZbpKJRIJQKMTKlSs5ePAgU1NTbNmyBZfLxbFjx3j44YfZtm0bO3bsIBAIaPGqID+5\nDske1dTUqLOemprSRUVCdXEoguzsvJjbXdihIxKJ0N3dzeLFi3UhSCaTjI2N8dZbb7Fu3TqVPojD\nn56exuksdPlMp9N6HvKZbDbLvn37+Pu//3va2tr4zGc+ow5WNEOtra0a0tXU1HDRRRcRCAQIh8O6\n15o4cHGY8iyggDJFXyeLrsPhYGxsjEgkQmNjo6JtkX5AIUyV/flyuVxRm+H3s/8lzuhsiPZTCs4i\nanv93wMZy7Ieldcsy/rCrK8/ADxpWdbQ2YdrD4C9QNyyrPPOOqSHgc2/zzn9xV/8ha6IV1xxBQ88\n8EBRyGMnbl999VUeeugh7r77blXL2nkLe8ZCslsuV2Gn0Orqag3PYrEYb775Jh0dHbS2tha1+JiZ\nmXuowyIAACAASURBVCESieieVP39/bqn1zPPPMN5552nO7ja6+V27dqF3+/n6NGjhEIh2traMMZQ\nV1dXBPWl6ZpUt9fX12vmw64YdrkKLUpldwgRMooUQZCZbO08MjJCJBJRNbk9bG1oaOC+++6jpqaG\nyspKRRaSZp6t2BYOwp4tk/OzhyZ2clqc8uHDh1mzZg0ul4tIJMLQ0BCBQIBoNMrBgwepq6vTSbx6\n9Wq+8pWvUFtbq85uaGiIfD5f1Idc6sxm84WyiaM4VhkLwuUcPnyYWCzGmjVrtNXv6dOn8Xq9dHZ2\nUl5eXhTiS8M8e5GzPN/+/n4WLlyoO5LAu5lccViCDmOxGH19fQwNDVFdXa3tjuW+GmM0SyYLrjjb\ngYEB5s2bRygU0nsvv1ddXa3HkUyqcG/hcFiV7fYsmiDDBx98kJ07d/4+U/KP74yMMS4KjuiHlmX9\nwvb6nwMfAS79HYfYAGwyxjwABAC3MSZiWdZXgX7gCQDLsp4wxnz/9z2vP//zP2fx4sUsXboUYwx9\nfX309PSwd+9eli9fzvbt2/Wz8XiciYkJYrGYam8AhdzCs0iq3O6Q7CZ7fEnmTOqgBgYGOH36NF1d\nXVoeMjY2plyATAy7Sdr8yiuvZMOGDVpWMDMzw/DwME6nU/s6CynZ0dGhmUK7rmVsbExbdUgIKCn5\nbDare76JQFFWPhHbyQaSUq8mKFB6YQuPJSZoSJTk0mu7/WyJgoQBuVyOqakpGhoa9JztuhVANzMQ\nzm9qaopf/vKXTE5OsmjRIurq6rj22mv196Scpf1suxJRsofDYeLxOE1NTUX3SLbttgtF7eQtvJv1\nk+f929/+lv379/PVr35Vm79FIhGtt5uZmdFMoLR/EYTV3d3N448/zo4dO1i1ahXz58/H4/EwOjqq\nEg07OnY4HLp/23nnnUcqleKXv/wlzc3N3HPPPe85T7kG6ekkxau7du3i9ttv19175XlJCCx8o6At\n0Y/JNt8SFtvDOMuy+PSnP81nP/tZjRreb4swsf8VyOhh4LBlWf9NXjDGXAF8CdhsWVbqA78JWJZ1\nu+17dwFrzzoigJ9TcGbfN8ZcAhz7fU9KeuBIzJ9KpXj99dfZtWsXfX19XHjhhfrwt2/fzqZNm7Qv\nkOiBjhw5whtvvIHT6eSWW25ReC7xs70EQ4R59fX1xONxYrEYqVSKUChEeXk5559/vm6sWFlZyfz5\n87n88suZmprilltuobW1VQlXh6OwO0cmk+G+++4r6hjocrl49dVXOXXqFDfddJOucEK8Z7PZItVt\nMplUFBQOh+nt7WVkZITzzjtPnWZFRYWWY9jT8NlstqhIV0oVLMuipqaG6elpDX1GR0epqqpSTqu+\nvp5sttAy9p/+6Z9YvHgxzc3NqmORxIF0lAR0NT548CDNzc3KZQlSSyaTHDp0iGg0WrQ7cFVVlU4+\nIc/FsYkj6ejoeN9QwphCtfmLL77IkiVLlLcS7koWJiHhLcvivPPOo729nYaGBm3I1traqkS3KMEl\nfJLFIhwO09PTQ2trqyI5eQay3Tigi5Rdud7U1MQll1zCyZMnOXr0KHv27CEUCnHHHXfo5+zPDgph\n8LJlywC0mFtkJnanOzo6qkhH+h+JmFfKjeyN9mQ+yfnKcWYvqLPtj+qMjDEXUuB6Dhpj9lMgpf89\n8G0KJPWusxew17KsB/4NP/Et4J+NMV8AIsAnf98vnnfeeUU1XvPmzeP888/n7bffpq2trWj7GJfL\npX1sxKanp3nyySd57rnnOP/883VDQXttmIQeQvxJKBQMBrWwUFZq0e4I2SkbOabTaaqqqora2kq2\nRo4tZR5QcEayM4fT6eTEiRPMnz9fB4PofETzYndMwvnITiASdsqEEhJekNro6Cj/+I//qJmhLVu2\naFGxOGDR5NhXaJl8kk6/6667dP+1SCRCXV1dUWZMHI5onWQbqZaWlqKsYGlpKUuWLKGzs1MJe3s6\nXhIUskhICxmn06kbDkpKW1BeLpejr6+P73znO2zfvp3bb7/9A1d3CRvXr1+vBDOgYancv/r6es1A\nyW+6XIWGd52dnaxZs4bjx4/jcrmUj7FzNlItL9e1ZcsWOjs7aWtrA6Czs5PDhw/T1dVV1DUU3u08\nIK+JM66trVVZRzgc1q2kBKXv2bOHefPmsXTpUr0uuZfRaJSKioqinWrkXsh9gXe1ax9k56wCe2ho\n6D3Cs1QqxaFDh2htbWVgYIC33nqLm2++uahQVbaw+cEPfsCDDz7I1NQUPp9PU+DyQGQywrsZEamA\nFmdg1+LYxWPCXYyPj/PGG2/g9/tZuXKldguQh2tPh0sWpru7GygI3/x+P9PT0zz//PMAXHXVVUoy\nptNpfvOb3+ByuXj++ee55557aGlpKdJMhcNhXSGTyaRuTikIaXh4mIcffphnn32W6elpPvGJT/Dx\nj39ckwOAOlu5x/LbdnRXUlJCb28vBw8exOl0smPHjqJaPNmuKJvN6maSkiWcrVXKZrPaUVO4D+F4\nRAcmzdvkuQin5/V6iUajJBIJRUgifJ2cnCxqNwyF8hB78as9pJZ5NTY2RjQapbW1Fcsq7Lc2Pj5O\nQ0MDlZWV6vDsyCISiSi32NzcrByNJBvs0gAh9cVhS2p9bGyMpqamos0WxexZVelicOjQIRVTHjhw\ngOeee47LL7+cFStW8KUvfYnu7m78fj/f+ta3uPDCC5XcT6VSvPDCCyxfvpympqYiTu//Y+/No9su\nr/TxR4st77tkWd53x3a8xE7iJI6dxAkQQgKBkikN23ToCtOBQnuGbztzOt/T3/Sc/toZOtOW6bSl\ntAcKDAUKtEATICaBkH3fnHiXLVteJEvWZkuWfn+I5/qVCWHmnN8/beY9xycgW5/1fe9773Of+1y+\nc96XRqNhCcn/MrDVQbKYTqeD2WyW1HllZaUAnwST2X2itrZWNI8Z7zMLxupotiNWSWmsqOekYeqW\nbi9TpOwuSlDy8uXLeO2111BXV4fa2lrExcV9TNic4Hd2djZcLpdUn7OQVKfTYdWqVTIB1VZBq1ev\nllDAbDbHcGCAKFuX4Y1ah8WsWG5uLnbt2gWtVguHwyFiWsCi3jE9FJ6fDOs//vGPGBgYQHt7u1Ta\n9/X1oaysTBQfOanpQahYl0YTLU1Qu6nQKKn94hcWFnD+/HnU1NRIAaya6VL/juEs3x3PMzw8jHPn\nzmHt2rXC2aE0C4fP58P4+DgWFqLKn2qBKzEokiNdLpdwfFR8jGFUamoqNmzYIM9Ro4l2Y2Gov9TT\nII8nEonKuuTl5cHtduP06dNYvnx5TGaYc4ZeIaVdnnjiCbS3t+Ov//qvUVdXh5mZGZSVlQmJk5k8\nhl5MEuj1epw7dw4pKSmiKLGUlKqW6VxrXLfGaHh4GK+++iqWLVuGnTt3AoimtZn2Li0tRUFBgXRK\nINOYLuiOHTtQVFQEp9MpFeDcYaqrq0X1z2azYWhoCKtXr/6YEQGirq6qJ8PskVarRUlJCbZs2YLi\n4mJJj6oLRTUw3JESExMxNTUl3oTD4UBcXBxMJhMAiEfmcrmEE5KdnS3pdabl1VCEpSvERbjr+f1+\n9PT0YM2aNWhqahKMTTU+6v+TBjAxMYFjx44hNzdXso3Z2dm49957BYfgtTL7phojGm+PxwOv1yte\nD8OyrKwsAVKBaNhJDhZDGxogJgyWhr6q92C1WkUFkoY8NTU1ZoGzGn9oaEi6zKpgO689Pz9f2ouT\n48WyDDauVNPq09PTWFhYEC4ZEx/kOyUlJQk7m9czPT2NX//613j//feRn5+PnTt3YuvWrUhLS0Mk\nEsGlS5cQDAbR0tKCYDCIiooKPProozCZTDCZTMjLy5Ow1ePx4L777sO5c+fQ1NSEmpoa2UwtFgv8\nfj8qKiokAcLvqEZTfUbXGtetMQqHw+jr6xNBfjKuCbDyvwnWsTkjQ4zMzEzU19eL3OnFixeRnp4O\ns9ksjRhpPDIyMuByuWKKRblw6KLTpWULmIWFBeTl5eH222+XFC4QKysCRENLekGseaqoqJBzUHlg\n9erVot9ktVrx4x//GE1NTbj55ptlgWs0GskoslaPhaBs76NyXJKSktDe3g6NRiNepLpbM6wZHx8X\nI7N371688cYb6OzsRGJiomAaCQkJsFgsgmUBi9kfGlomHDiCwSCefPJJZGdni6j+1NSUKB0C0Wyb\nyWSK4cyoJTr0QlUdH4ZDXFRNTU2oqKhAamqq6C+p3+d7yc3NRUFBgZRXkOW/tGxHZTLTsJKtnpGR\nIZX+ZN3TA2dWkptcZmamhP0k6WZmZsJms+HMmTOYnp6Gw+GAxWJBZ2enkHGzsrLg9/sF/yssLBQd\nd66N7u5u7NmzB//wD/+AzZs3Y9u2bfIOKLkCAA6HA6+//rqI5el0UQG4qampGIb33Nwc3nnnnWuu\nyevWGFVVVeEf//EfpTqdgB3rekj0UwsgPR4P+vv7UV1dLd6B0+kUFjVDNrJqtVqtdIw9fvy4aGwD\niwAiPS2GLzMzM3Juhlk0auTdsGDU7XbjV7/6FU6fPo2Ojg50dXVJyKnVakVio7W1VTAQZp62b98O\ni8Uizf+CwSDeeecdHD58WGQ9CMJ6vV5hqBMToYtPb4yLhgua2AqJbzS2ZD2XlpaivLw8Jnyj8VFZ\nyPReWGHO0IyhSW5uLvx+P3w+H/bt2weDwYDVq1dj3759sNvt6OrqwooVK8SI08MCFvWn6H253W5M\nTk6KvAc9G5PJFEMWJXNeJScaDAbJtC31CLiB8Z0z9GKygtdTWlr6sYJbvs9Dhw5hbm4OjY2NSE5O\nRnFxsWCNvb29eP7557FlyxasXLkShYWFWLVqlXCbVM/Z5/MhLy9PQnG32y0bAqkmTDww3FczhXwm\nJOomJyfj0UcfhdlslvDYaDTGeI3cYHj8TxrXrTEyGAwiuE/ZjkgkIrsVBwWjOFnPnTuHwsJCYU7P\nz8+LhjZV8fx+Pw4dOoSCggLk5eUBiGY4ODiRXS4XpqenpX0PpR0AiJGkUeJiCgQCsFqtKC8vh9vt\nljqjtLQ0bNiwISbEYfaG9HyO9PR0dHR0yGfJyclwuVw4duwY9uzZI9kg1sQxNGMGkIaHhoHeHc/b\n19cHq9WKlStXCqUgEAhgYWEBjY2NqKqqknT79PS0dPjgIqf3w4XKDcLr9SI1NVU8F6PRiI6ODrz7\n7ruYmJhAKBRCQ0MDZmdn5TPKypJt/kkidaFQCGfOnMEzzzyD+++/H83NzWKQGMJyOJ1OyW7Su6UG\nNT1MKntyk6GhVnlU9MJUT1wt+eE85d8ZDAYEAgEBzVnLFg5HO29QTyslJQWf+cxn4PP5YDabceON\nN0qtGMm5nONqts3lcsnzXbNmDcrLy/HWW29hy5YtMY1OVQ84PT1dmoqyMzApGFwPOl1UxmXdunXX\nXJPXrTFixoUPSrX83D29Xq+AzMFgEEajEbt370YwGMTRo0dhNBqRkZEBn88nLzscjsqRXrhwAU1N\nTbL7qjVVCwsLmJ2dxR//+EccOnQIDQ0NuPXWWwFEXy4BcLrEarZvampKsjEDAwOy4PPz82Nab/O8\nVyu6VLMcvObU1FThUu3atUuyOACkT7wqVarVRnvXM5QjhjE/P4/3338fGzdujOlme+TIEXg8HlFj\ndDgcUh9GdUpVGZCLmrKzzObxejWaaBsdi8WCtWvXoqioCOXl5bKgd+3aBYfDgdra2pjFfzWuCw0C\n5VGIzdDQ0FioXhznyuzsLMLhaLMBMtf5u6UkSTXEVtPe/G8Vp1KvLRKJoLa2Fn6/Hw6HQ0pGyOBO\nS0tDaWkpJiYmUFBQgJSUFNTV1eHRRx+VzKzf70d3dzfMZjNSUlKkZTgTK1qtVnrl6fV6mEwm6PV6\nvPXWW8KUV8M4hqLcnPbs2YNAIICuri7MzMzAZrMhIyMDRqNRDNnVmhzEzMtPWbN/seP48ePSRYK7\nJeuEWCrBcIWYCnfq4eFhXLp0CQUFBYJzANGdamFhAaWlpaiurkY4HBUwz8nJiZEbmZmZEZH4K1eu\nSAucUCiEDz/8EKWlpaipqZEFDkD4MIFAQLq1tra2YtmyZULDJwZD4iCNyNJaI2BRdkPtNLtlyxas\nX7/+qjyatLQ0mZDM+DG8UxsbAMD27dul6QAQZVyXlpYKCZLPymAwID09XQo41RBHvXdgUVwtGAyK\nEdPpoq2qly1bBmAxU6jT6dDW1iZhzNLUNu+fz5Wh0apVq1BeXo7q6mrx9JxOJ+x2O8rKysRrJX6m\n0UQVFFRumerxABBvjKEtQ1cqS9Lg+nw+2Rx5fXw3fIZxcXHi4dFTAiCLnoWtBIq12mgjBW6oQ0ND\neOGFF9DY2Ijt27ejoqJCPB0aLRrH+Ph4GI1GfP3rX5dNMTExES6XC6dPn0Y4HEZ1dTWys7Nht9ux\nf/9+BINBrFq1StbF+Ph4DJH3au9BHdetMXriiSeQm5uLz3/+89JSmRyNjIwM8RoCgYCAs6w+Pn36\nNM6fP48tW7Z8jFmq1UYFzJxOJ5577jkMDAxg586d2LhxI4DoIjx9+jS0Wi1uuOEG1NXVSZh39OhR\nPPvss2hpaZH0MCcYF1leXh5yc3OFQ8PdW6PR4OzZszh58iRaW1tRWFgoRa3EtMi4Jtenp6cHJ0+e\nRGdnp7CFVV0jAHLPqiKkih0cP34cc3Nz2LRpEzweD/R6Pfr7++F0OtHW1iaM54KCAszOzsLj8SAh\nIUEyYFpttJiXxuXTBsmlKkAPxEryMjunerpLB0Moho9JSUmijc1nOj8/j8cffxxXrlzBZz/7Wdx1\n111ilGnMSAglk54hEA0FqQbE1xYWos0QufAZ0rHYmF45f4aGhpCamipzklwidcPQarXS/glATMbT\nZrMJ67ugoABf/vKXYTabhTDKd83Qi8elYSSWFB8fD5/Ph+HhYVitVszPzwvNJTc3Fw888AASEhJQ\nVFQkVIC4uDi8//77mJiYwB133PG/ntEnjd7eXgwNDaGzsxOrVq0SfkdVVZWEAuFwGL29vVi5ciWC\nwSCmpqYwPDyMsrIyNDc3S+yuclzUtDulOKk5HA5H5UTYAM9gMEg1t8FgQFNTE3bv3i0V3ar7Hg5H\ni1k/+OCDGFkPp9OJDz/8EA0NDeIJMFxzOBwxng9/qAv0/e9/H6dOnUIkEsGdd94pIRhDQ9IJWCDJ\nwWuZmprCj3/8YxiNRtTX1yMcjuoZUYiLC5YpaIYQTFUznU7Spvr8eP8Mk8j25fVpNNFi4nA4HFOV\nTr4YNxMVTL4aOZLhE0NBlT0cCoVw+fJlzMzMYHBwMAbPmZ+fF55aTk4O9Hq9PG+WcpCjNTo6iqKi\nopiyHGI9DJVolKi6yM/pMassdIaJvBcC6/SI+Xl8fDw6Ojpw5MgRTExMYPv27VI/yftloTOxKBXb\n5Hxxu92SAHn66aeRn5+PhoYGMegGg0FY/3xGfMfsoquqXHzSuG6N0a5du5Ceno4tW6KqJNwBONnp\ndmdkZMDr9eL06dN477330NPTg3vvvRfV1dVYWFjAlStXYLfbsWrVKiQkJMDv92N8fBxGoxG33nor\n1q5di5SUFMF6DAaDlHdwUVGNLyMjA+3t7aJESGNAzIrZCGp3e71eXLp0Sco2LBaL9LQKhUKw2WzY\nv38/brnlFpE/JakxPz8fLS0tMJvNUp/EkINZPGaZaIhUtjCvYePGjcjLy0N8fDz27duHiooK3HLL\nLTHMdn5X5f8EAgEB7+ntMJ1+tRoxYi/0SmZnZ3Hw4EGUlZXBYrFIAoJV9sQClw6m1P1+P1wul1Sc\nq8CsWnV+1113YW5uDsuWLRNtJQLWr7/+OsbHx/Htb38bY2Nj+N73voempiZ88YtflPPx2anFrfQA\neS+Tk5MYHBxEZmYmSktLJRtLegfbrpPaoIZTNFYcNAj8nNSEyspKAbD5Xv70pz9hz5498Hq9sNvt\nAlRzw+Bx09LSYgDpixcvSoNTVceJg8YOADZs2IBQKCSh7bXGdWuM7r//ftGFBqIg68jICObn59HQ\n0CAAcElJCc6fP49jx44hOTkZGzZsQG5uLkZHR3Hp0iWcOnUKNpsNNTU1EuKkpqYiNTUVSUlJUs92\n8uRJdHd3o6GhARs3bhS8hZXMDocDR48eRX19vch2ms1muFwuHDhwACaTCRkZGdi0aZMsFrfbjdnZ\nWVRUVIhxI7GNWjglJSWCd/E+6ZXde++9sNvtMJvNwgCmN8cdliEdAEnzkrKQmJgo+ksJCQlYvXq1\ngO9AdGEQc1P5VQw7fT4fHA4Huru70dnZicLCQrz55psYHR3F3XffDYvFIvdK0TKGYSkpKejq6sKl\nS5fwjW98Azt37kRXVxcCgQAuXboEnS7a1ZahNp8BcbKRkRHY7faYFsw8D0HdcDiMu+66C4FAQMJI\nLiidLioZPD09jbGxMbjdbvFM1WEwGETKg9e+NFvI5AafPQApD2EYOTIyIsXS8fHx8Hq9EkYxVFVD\nNwLbGo1G6ipJlqTR3bt3L9577z35f7fbLWJr3LjU5owA8OCDD8Ltdotm0uTkpJxbbX2kGh56v59W\nm3bdGqPs7GzYbDZMTk4K+Mf4f2lxYSgUQltbmwDRoVAIL7/8Mg4dOoTGxkZs2rRJMklq7ZY6+Sio\nRZ1tNTxgmQBZ28x09Pb2wmq1Ij4+XjrRUlKDxY07duyATqeDz+eDy+XC+Pi4AOIVFRWYmZmRCQgs\nut7MmKjFv8BilofhyNzcHJxOpyhRZmdny/UyBAWA5cuXSzkJz0MvhBOai5CYR1JSEvbv348DBw6g\nqqoKFy9exJNPPgm3241169YJLQKAyIkQwA0EAujt7UVaWhpuuOEGVFZWipGqq6uTMHt8fBxDQ0PI\nzs6GxWIRukJRURHMZrNkktRQiO/c6XTKs+fnwWBQFBXr6uowOzsLv9+PwsJCPPTQQ4LtMO3O7BS9\nSjWjR+OelpaG8vJyOb6aRUxJSUFJSYm0lVJZ6cTyJiYmMDo6iqamJql3o+Hkc6ARVgt4d+/eDZvN\nBrfbjdWrV6O1tVW4UgyhucHSOJvNZmRnZ2N4eFhCS7Vr8czMTEzygoC6ytv6pHHdGiOGIcePH5e2\nRPn5+R+TdtVoNNLyhTKvBoMBFRUV0Ov1WLlyJaqrq4XAxrolYDHuJ2NVDbXS09PFoyDWQmVDiu8/\n/fTTOHbsGB555BEYDAacOnUKy5cvl17vNKAMLSgv63a70d3djXXr1omONHEkYHHCs/00MRmGhC6X\nCxMTE6LyODg4iD179qCkpAS33367ZI3m5+cxOjoKk8kUk93R6/XweDzw+Xw4duwYCgoKUFpairi4\nOHg8HkxNTSE/Px9HjhzByy+/DL/fL9kbiohxonPw+Awh2ZTR7Xajs7NTuFSc+EBUWeHNN9/EH/7w\nBzQ2NuKxxx4Tw0xFBr4fADHcIMpisEOGWt/FcpH4+Hhp1U29a4Lqr776KlJTU9HZ2SmbG7/HcE0V\nPiN4rfKe1H5tAGIWMzc5Ypmvv/46srKyYnSr1XlOI0gKSiQSQVNTE77xjW9gdHQUjY2NKC0tjQmt\nacQIiPOzkZER/PjHP4bZbMYDDzwg8sFDQ0O4ePGi8IkikQh6e3sBLHZCvta4bo1RQkICampqUPKR\nTCknCfkTjMe54AFgcHAQhw8fFqmMyspK4d/QPVUnAgFc8pJOnjyJU6dOoa6uDvfcc49ImADRxcZJ\nRy+Lu2Z2djZMJhOWLVuGUCiEkZERnDp1CuvXrxfDR61ueiBsy0OVPmBxgk9NTeHKlSsiVM+dFgD2\n7NmDF198EXa7HS0tLfj85z+P3NxcUaHkjpuQkICEhARs3LhRdmsgttYuHI7K1BYVFcm9JSYmorCw\nEHNzc5icnMTIyAiSkpIwNTWFjo4O7Ny5U4TR1H5qxNToYdCLPX36NFpaWgAgxvMIBALQ6XRwOp0x\nxpM6PEBsWn8p/4ch68jIiGhYqffOMTU1Je9cq9WKWD+9A7UbLjNp3IS4EZDxz2fG83NOxsXFwe12\nS5Ey6yE576qqqvDVr34VeXl5Qv2gSBqNEdtw81kwSaHVatHb24u4uDhUVlbKfbG0xufzwWQyxVQM\nsDBaLTxmG++zZ89KdprGyOl0orCw8FPX5HVrjMjDIRgIQOptgOgkY0YJgLzMW265Bfn5+bLouru7\nxc1VywP433whTz31FK5cuSIqf5FIRI5NbIWf8bw7duxAe3u77FjkNJ07dw6///3vUVlZKd4AjRJ3\n9KKiIgmFQqGQHJ8L48iRI9Dr9ShZ0nL7gw8+wPnz5wFEcS6v1ysgd05OjjCzAcQweSORqMg/Fy1d\nfGoLcahGc926daK3XVJSAp1Oh9tuu00W5L59+/Diiy8iEAjg+9//PoxGo3ibcXFx+OxnP4srV67I\n8dmhhTSGpKQkPPDAA/jMZz4j5TlXmwcqqVEtbvV4PHj22WfR29uL3bt344YbbvhYuPvUU0+JWuOZ\nM2ewefNmdHZ24tZbb40Rzacci9/vx8DAAAKBAFpbWz9WtwZAtI5U7I5h08LCAp599ll8/etfl/mV\nk5ODzMxMuS6GsuzgMj4+jitXrmDjxo0fy2o1NDSgtLQUTqczhl4ALHqAKubIsKu+vl5CY7fbLe3M\n165dG8Or4gZKBv+1xnVrjGw2G8bGxlBfXx+TNlXDM1p9p9OJvr4+uFwuNDY2yuTIysrCxo0bRUt5\nfn5eZDzZySEcDuNPf/oTxsfHsWLFCqSnp0vLYIZHTPFqtVoBV/Pz8yV8BCBpayBaWvLggw9Kx4yl\nfBqNRiN1ZGraeGxsDFlZWUhNTcX27duFU+P3+4WXQsb2wsJCjH6SxWLBvn37UFhYKNeq8m0ikQj6\n+/uRnZ2Nko/kY+lJUK6Wx+XOXFJSggcffFC4UCrPxe1248CBAzh+/Lik95eWhyQlJUl9G3WYVC6U\nTqdDVlYW0tPTMT4+Lkx5NT3O6+d1kXyo1UY1nI4ePRpTEhKJRCQzqdFocPjwYVRXV+P48eM42yj7\nVQAAIABJREFUc+YM9Ho91q1bF6OPzXdotVqxd+9e2Gw2VFRUoKCgAEVFRTIXgMVmlwz3ZmZmxMsh\naH377bfHFOMy5OM1soZRp4u2VUpMTITFYkEgEPiYMaLxyszMxMLCAhwOh5wvOTlZNmvOI5/Phzff\nfBPPPfcctmzZgk2bNsFgMMBiseCee+6RkhQafwq+AYvh5ieN69YYWa1WvPPOO5iamsKKFStkZ+Eg\nWQ+IvrCxsTEp61CZsWlpaTEaL++//z5WrVoFAMJU7urqQnNzM8xmM9LS0tDf3y80Ai4uclA8Hg8+\n+OAD3HjjjcjIyIjR6+GETUlJQWdnZ0xRJV1xutEEn0mMTEhIQHp6uuxaFBkjRpabmwuNRoM777wT\nmZmZOHbsmJxTq9VKqQWxLtUY8WfFihUIhUI4e/YskpKSkJmZKSTOzZs3x8hqkGDJSe50OmPS5nq9\nHg0NDUKqVJUuienQQLEsQ23ASCwNiC7i2dlZkflVwVSVz0WvgITHQ4cOwWazobCwUGoHw+FwTOr6\nscceg8lkgsvlwttvv41gMIjf/e53uOWWW2AwGIR79MEHH+CFF16A1WqFTqcTPIr3yg2D8yAUCokU\nDHEeiskxy8WMKmsbVeMKQO6lsLAQmZmZGB8fF1yRHh69ofj4eNjtdlitVokYSNRUM4QM+xhucpNk\n4oXnVKkH6sZ+rXHdGqNly5bhwIED+N73voevfvWruO2224T8xQJavtikpCS0tLRgbm4OdrtduClM\nnwKQljKrVq2S3ZcGjcAmjQRxEMp1MtORmJiIlJQU3HDDDaKXQyyBuxMAySYtBQTVbNDSickUbyAQ\nwLvvvounnnoK6enpGBkZwcqVK2OYubW1tejp6UF/f7+UkiQkJGDFihV49dVX0dHRIdQF9fjp6eno\n6+vD448/jptuuglbt26F2+0Wr4fGUfWmaFzoSczMzEixcmtra0wBMQ3QzMyMeJQEpPv7+5Gfny81\nbOoCIvZUUFDwsd2Z1AW1KQHflcViQWFhITZt2iSyMKohiEQiWLVqleBXJpMJ3d3dOHjwINra2kSH\nigRJh8MBu92O5ORk9PX1QaeL6kdPT08jIyMDCQkJcl+Up11YWMBvfvMbzMzM4P7774/h67AwVfXa\nVOyLZUP05txut9w3DUNSUpKI7jNzx2fg8/mEH8Z5CET1tgsLC6XkSYUmgEUvkzgdy6pmZ2evuSav\nW2MUHx+PG264ATabTToc6PV6jI+PCwGP3T01Gg36+vrw3HPPweFw4Nvf/rZIbLJuh7R/vV4Pu92O\no0ePIjMzEx0dHcL3ILhoMBhk95ufn8fp06dhMBikTo6qjeRtMFXLxUiWsN/vF6+M3sJSngt3cy74\nuLhoDy+TySQ7L9ULmXWpqqrCpk2bsH79elRVVSEQCEhVfEtLC7KzszE3N4fx8XGR1mCoZDQa8YUv\nfEGwsccff1zoAPQCuYiCwaCkyhMSEtDX1yfhGz2BoqIihMPRKnCv14tDhw4hGAxi+/btkk1iDeBz\nzz2HzMxMbNiwAY2NjWJ4DAYDLl26hIaGhhjPDoDoUdnt9hgDq9FosHz5cnz3u9+FxWKR1kQAPrbD\nEwwmJaOxsREFBQWIi4vD1NSU1HLV1tZKBf/WrVulKYTKn1INNBUgjEYjcnJyxGAzrOMcCIfDct1q\nto5p/mAwiOTkZDQ3N8fI2wLR8qS9e/eip6cHDz74oDS8BCCGjnwmFXxfvny5iMTx3VORc3x8XIiw\ncXFxcDqd0t/vWuO6NUZ6vR61tbV4+OGHpVNFOBxGVVWVLGim6xnyHD9+HDqdDkNDQ0KWY1qXrYoS\nExNx/vx5/PrXv4bBYEBBQYHgTMFgEENDQzCbzQCAy5cvo7u7G2+++Sa2b9+O2tpaABAyI2U2rly5\nIlKsdrtdPAbKbhAcXMo4Zto3IyND/s3KykJjYyO+/OUvY2hoCB6PB2VlZcjNzZUsmNlsxubNm+UZ\nANGKa5/Ph7GxMekmMjc3J2xnYhYZGRloa2vDz3/+c3g8HlRWVsrOqKarOfx+P2ZmZjA7O4uf/vSn\n8Pv9+MY3voGGhgZZ9B6PRzquer1e4eEwRU8BuIMHD2J6ehrvvfce/vVf/xXV1dXica5evVoWfigU\nkutOSUkR7IleK42BXq9HU1NTjAYSEFtxDyCGtU3Dxazavn37cPToUWRnZ6OsrAwmkwkFBQXo7OwU\nWoDKzgYgEsT0SJk15bMj9sZwm99Xw341LKKXRCVO9drpNU1OTsa0JKIx5DHo2cTFxWHDhg3S7prr\ngx4mKRjUe/d6vXj++efx9NNPCxb1iWvymr/9Cx4E/crKysT9pHfBnQBYTM/X1tZi1apV0Ol0wnjm\n5CWYSTkMAGhpaUFRURFKS0vF0AGLfIuJiQm89tpreOWVVwAA3d3daG1tRX19PbTaxS6gjMHdbjea\nm5slJUxvyel0SgFqdXV1jFjaW2+9haeeegp/+7d/i3Xr1gmmotPpUFtbi7KyMmlnTJoBDZrKpKWr\nHx8fj/7+frnGuLg4AdtpkInfDA8PY3BwEAMDA3J8tW4MgNzfu+++i5UrV8oiUMM4yqAwbX7PPffI\ntaijqqoKHR0dOHfunHRMVUNV1o8x/JiYmMCpU6ewdevWGJkV1TMBFguG9Xq9dHehUQsEAtBoNDh0\n6BBefPFFPPbYYygoKIjBSqqqqmA2m5GTkyOZSZ/PJ9001AXNTCgxSRpBdgZZKifDa2EJyPT0tKT9\nMzIyhDfG63U4HDFV/0AUG+3q6pLmkiwF4fmIu9ntdlGc5PPgYOtvh8OB+Ph4Ub7gOVix/2nlILrv\nfOc71161f4Hjn/7pn77z+OOPw+1249ChQyJ0zi6yavaGkzQuLg4tLS1oa2tDQUEB9Hq96MtwslBW\no7q6GitXrkRDQ4PwfriLUdZ2cHAQr7/+uriuDFVqamokNORCYqV+OBzGxYsXpcI+HA4LgEk2sZqN\nYb1ac3MzcnJyEIlERPuaC1qtPSOeQ0yLLrrL5ZKWSSx6JICt1+tF5ZI1Z3FxceI5Go1GlJaWYnp6\nGleuXBFjysnscrmQl5eHvLw81NfXo7a2FsuWLZNsEf9O9UZ4Xhouhg41NTWoqalBe3t7jEStzWYT\nD4kbCHvOV1RUSKjD58JFSIJfOByOYc6TVT4xMQGNRoOJiQlcvHhR3vHFixeRmZkpNYDFxcXIycmB\nxWIR3hi9Wb5jpuAPHTokTHxeK9nvqqejboR8jj/96U9x4MABlJSUwGw2Y3R0FEePHkVSUhJ++9vf\nCoGVEiYqzsRMI0M0GmQaLpb/aDTRAuXh4WG43W6cPXtWVApo+DIzM8VoJScnS/fglJQUHDt2DN/5\nznf+6Wrr8rr1jCKRCGw2G37wgx/gvvvuw8033ywUfO6g3BUIFpvN5phMVSQSleQ4deoUgGgoQxY1\nmwoCi16Gig1otVrk5ubiwoULck3l5eVIT0+PAWuJXfFa2Babn5Ozw0mj9ikrKytDXl7ex+gKHCoo\nyUHwlMW7wWBQlBhVdjnvi4xfNbSxWCzIzs6WjiMkENbU1HyMYMgMIzuUqAWaavaNJS8MDdVSERqB\n4uJiSeU7HA4R/rp48SJKSkqE3c3FWFpaKucgb4zeCAtSWatFL4bXHQqFsHfvXtE/+sIXvoCioiLY\n7XbBSoaHh6HT6VBWViYhjuodkJmtsuntdjsmJydjsrR8V9wkeA1zc3Mi1xGJRCR0IsGQSpgGgwHr\n169HdnY2ent7Y7KoTJIQOvD5fBL+87zqHA6Ho0qe//Vf/4V169ZJTRrpKaFQCIODg/D5fKisrBSB\n/zvvvBNOpxNPPvnkJ67J67Zv2tDQEMbHx/HQQw+ho6MDDz/8cAwHgyHb0gmjFo2SGGez2ZCeni5Y\nAevbgKjH43a7pbYMiBrCiYkJuFwuXLhwAf39/aiqqkJTU1OMwePOT3nbyclJTExMYG5uDhaLBZmZ\nmYI7jI6OoqqqivcnYYxaqEpDw0aOaqdR1VACiDEaSwdBaGaRaLjoTTAkuHDhAoLBIFavXi1Giel7\nhgJXywgyA6NKnzgcDpw9exYzMzNYtmyZ8FcIyPK9qNgFsZX5+XlMTU0hKSkJaWlpuHz5MuLj4yVk\n5rs8c+YMEhIScOHCBZHHnZ2dFYkX1vHRk3jllVfQ2tqK0tLSmEwnq+OHhoake4bb7cbExIQ05gwG\ng8jIyJD7J0/M4/Ggp6dHAHGTySRYHs/LNL7T6cRvfvMb6PV63HLLLdKxlhQAGlHijg6HAwDQ1NQk\n757UAta9XW2zUjcbXoPdbhevn/wurVaLkZERPP/883C5XLjnnnuE1c3591FzhP/tm6YO7spf/OIX\nhYTIsgiGXLOzsx8TvFIrjwnU0Qjw95xgOp1OWtEsHWlpaUhNTYXJZMLKlStjeE1LBzGNzMxMjI2N\n4fXXX4fVakVpaSm+9KUvwWKxSLaOEqHAolriwsJCDAeJlAIOTjjqGXHwftTGhRzMguXk5IhhYZiq\nSoxMTEzI4mTIMTk5KYQ6Gni1Ip5/xwm+sLCAN954A8899xxcLhfWr18PwgsULiNwysGOKUA0VHjv\nvfeQkJCAtrY2UYbke2GIuWzZMvF4eV8keLJkiBtEcnIybr31VuFtcTBEjkQiyM/Pl4p6dinR6/Xo\n7e1Fd3c3tm3bhtLSUvF6uGCzs7OlKQC9tPn5efh8PmG5M7xmPzhuhgzFmbInfjg7O4v9+/fDYDCg\nsbFRsEPOVc53huesp+Tv6NnzHbG4nKEwN6O0tDRs27ZNevmxLCcpKSlGZuRq47o1Runp6QiHw1L4\nqdfrZcIxnucLoIfEz9VwhbwPAojcQZndyMjIiNElIrOZaVAuImoh8YXRfVaBdLJ7LRYLHnvsMQwM\nDGB4eBhVVVWora2VTBMHvRAudL/fLwZWlXh1uVwYHh5Gb28vurq6JJwgdsJKdJUPRR4U74GLgCCn\nRqNBU1OThLhcyG63G7/97W+xadMmNDY2ygJUMRE+T9WoXrhwATabDV6vF6Ojo2JsSI9gqMfrUz3+\ncDiM1atXxxgNPh/+HoBUxrMwmmGbyu0hozwuLtqLjk0Ol5JN6X1SgE8F3dlnjN1l1X5z2dnZSEtL\nk9ZZLKGYn5+X1t+8t+TkZGzevFk2HXqSJOZOT0/j1KlTCIVCWL9+PZqbmzE7O3vVzRGIZnctFgsS\nEhIwMzMTU9zKkiLSKLKysqRAmtfOOcpmDfRu6Xl/GoB9bUrkX/AgNqGWgEQiEczMzIgyHt3XlJQU\n8Q6OHz+OS5cuyXH4gHU6Hc6cOYMDBw7EFD6y99bMzAwcDkcMfqNmNQicnj9/PoactvQFJiQkoKqq\nCo888ghMJhNefPFF9PT0QKfTSTZELakYGRnB2NgYHA4HDhw4gJ/97Gc4efJkDDiZkpKCvLw8bNy4\nUQwJjWkoFJLdXX1WCwsLOHnypBDj5ubmkJKSAq/XG9P1loaIC9Tn86GpqQklJSUIBAIYGRkRb0TF\nxljzxPCxpaUFDQ0NaG1txZo1a6QnWEJCgmSIlhac+nw+9PT0SNcLGkoViAaimCAXOJMYAKTOTiWd\n8r+5sdB74u9J7pyYmPiYJ0DJkISEBBiNRhQXFwvfSlUDZeLgzJkz6O3tFQOTmpoKo9EonVICgYBk\n2MgXW1hYiJEtmZ6elntvamrCpk2bJKzm/fh8PiGb0kMmZYTvXb13s9mM3NzcmPmp1tHx2CrQzr+5\n1rhuPSPuZuwAwpeq0UQbGfb39yMuLg4rV66MaXDX2toquACZvVy0a9asEaMSFxeH2dlZDAwMiHwG\nvQniA5ysnPD0WNQuqVcL3eLioq2p7XY79u7dK8ch/sGF5XK58Ktf/Qqzs7NoaWnBa6+9hr6+Prjd\nbqxYsUIYxzw3PSnygoDFEAZYFGYDolgYO6QQCHa73ZLuVgezQRpNtM9ZUlKSEPpOnTqFjo4O6UnH\nshPyksiv2rJlCzZs2IBwONrJxOv1fmyxLywsYHJyUha8z+cTz2xubg42mw15eXkS5mg00bbRDodD\nwhzqeJMntPT49HC1Wm2MED8Awa4GBgbw/PPP46677hIvC1jEt1hWRCKr3+8XAJkjISEB+fn5Mf3N\nyJHiBjE/Px/DjqaxACDcqZKP6gQ9Ho/QT7jJ8p7Onj0Lj8eDtrY20ctOTEyE2+2Gx+ORXoCMGuLj\n4+FwOBAOh6W6QG1YyUhDDeHU7PAnjevWGJFz8ac//QmrV6+WdioZGRlobW3FxYsX8e///u8i1M5Q\ngo0eHQ4HZmdnkZGRIe4owwbS+xMTE9HY2Cg7S2pqKubn5zEzMwO/348LFy4gMTERLS0tEquXlZXB\n4XAIGMwJrC68cDgsZSPJycniCRGs5N+Hw2GMjY3h4MGDCAQCAsRyIbBRI0Fys9ksoQxDCu6IlO3g\npE9KSsItt9wimBpb9qheJPEzGjkAotENRJUR3n33XaxduxZjY2Ow2+0o+ah6PxKJSBdVlTW8VK9o\nampKNMPpWebl5aGgoAAejwclJSWSmMjLy5MNx+12o6+vDz/4wQ8wNDSE9vZ23HXXXXjmmWewY8cO\nUWEgnjUyMiIZLpL33nrrLZkvajidkpKCjo4O5ObmitdFIqO6IFkSZLVakZmZKQqh3IQSExOlnpCe\nB5/ruXPnsG/fPqxfvx5dXV2C03HjUEtDGMKRMkLVTIbvBJkJHeTl5SEUCmFychKTk5NIT08XLJLX\nT7xIhRp4Pl7LUmP+aWHadWuMmJGg+p8KnlosFkxOTiI1NRV9fX2S7mRni1AohFOnTiEQCKCpqUnw\nArrLZMtygnKBMzTUaDTYv38/XnzxRRQUFKCgoAAlJSUyken2k7fDQUDc6XTCaDQiLi4OZrNZcAlg\n8YUzJf3P//zPsvOzCl8FFMfHx0XYjNe49FjhcFhIbwS+tdpoRwoaSS4enU4n9AKV86QOHjc7Oxs7\nd+6MYZwzMzM4OIjp6Wk0NzcLEE0DzWscHh4WQ0WyHgmpAETMjhwyegQMvekdEWeqqKjAF77wBTFu\n3ECAKG2Dond8n+vXrxeDEg6HkZmZiaSkJFRWViI3N1c8RR4vMTERg4ODUnZiMBhgtVrx7rvvIicn\nB+vXrxcyLSkVTKzwGVCdoKioCE1NTaipqZEQVy3LIf2AxyPvKhQKYWJiQrSuNBqNZAlJSgUgbPq0\ntDTBR5kMYQjHujtu1Ha7XcqD6NnSE1TXwSeN69YY0dIvX74cKSkp4vomJibC7/cjEAigvLxcPAg1\nyxaJRFBcXIxwOCzSGHSR+f2ZmRkB+LiIyOJlRstqtWJhYQGXL19GQUFBTF0RsEgvYPw/NzeHt99+\nGwcPHsSDDz6IvLw81NbWiu41NaXD4TCcTqdkCXNzcyVzBSy6zZTYIDjPtD8QXcjM8LlcLjz11FOi\n7KcyhplJS0tLk0Wg8rTC4ah42JUrVxAIBLBixQrx+FjjFAwGUV9fL+fmgiKgzHZJvb29mJ2dRWlp\nqUiV0BicPHlSJHDb29ulyJXPncdUs25FRUX4/Oc/j97eXqxatQrx8fHIz8+XLNPS7KLD4UAoFBKJ\nWNYXHj58GH6/H5s3bxbjpXpCaoaVXThSUlIwPz+PkpIS3H333WJQWYahyr+ojHCOyspKVFRUyFwi\nZnby5Em5N1UQjp7u7OwsRkZGUFZWJqEXgBivh4MESLWWTyU48l3TWx4ZGQEAEc/zeDxi8FQ2/CeN\n69YYkSeTmJgojQGnp6dRVlaG5ORkVFRU4N5770ViYqIUugKQzqGFhYWCZxAT4fGsVivS09PFHSZm\n8bOf/QyvvvoqfvKTn+DGG28Ur4jdW+mKc8c3Go1i5Ihvvfvuuzh06BBuv/12VFdXy8KZm5vDq6++\nKuUly5cvR0VFBUZGRlBVVYXGxkaRtqVhCwQCYsgAxBQ1Hj9+HDt37kRnZyeSk5Oxffv2mJbOAKQc\nhUaLWSaVnR0OhzExMYFf/vKXsNvt+OEPfyiEUBokAtBqRT+LlRmCjo+P4+c//zlOnTqFr3zlK7jz\nzjsldXz48GH88Ic/xNDQEMrLy2E0GlFUVBTDYRobG8P+/ftRXFyMuro6JCcnS5q7sbERo6Ojwm8C\nFnuJcTOgUWbKn++EJEwVvKWhT0pKwvHjx1FbWytGanBwULzfoaEhIbjyeTKkI5iteoEAROGR3yF3\nig1EfT4fbDYbTp48ifr6ejQ1NUkUQCyzsbFRvCTOT3pi6nslBqRiURwMJVVOXG1trXilbM65NAFw\nrXHdGqPU1FQ4nU55aSxroHej1+ulnkkdGo0GDodDskdksc7MzMh3S0tLZcLExcWJWD7FzCl2RSEq\n7nwMA3/5y1/C5/Phm9/8pqTVyQz/+7//e7zwwguwWCzisdGr6+npEdZve3s7ioqKMDAwIKQ/o9Eo\nk1ij0Yjn4ff7AUQnmNVqxZ49e3D+/Hk0NjZi48aNSEtLkw63pA+Q7kAgfnZ2Fi+//LKkrem1EJSv\nq6tDYWEh9PqoiiV7jgGLoaHqUWVnZ4tXs7CwgJycHGzevBmtra1oa2sTThOpB0lJScK8fu6551Bb\nW0uCHRITE/HKK6/g6aefRk1NDb71rW+htLQUJ06cQGJiIoqLi2VBqYtO9WqtVisGBgag0+mknCMS\nWWwiqRZOU40AQIzcajgcxsqVK3HlyhW88cYbSEtLg8fjwZtvvon5+Xl0dXXh3nvvlYXLTFTko2LW\n06dPo7q6Gl6vFydOnMDWrVuF1c4+dBs2bIDP58Po6GhMxpj3o2b9VK+PPeR4PrUNERAtaGYYGA5H\nZVxGRkZQU1MjxlptrsnyJnrLNNDXGtetMWJRYlVVlWR36JqzEvpqqUhmmhhHE8ibm5vDuXPnMD09\njR07dgjgy4VKLszdd98ttW1ANN2rtjZOSEhAcXExXC6XeG30NFiD9uUvf1l2LHopqampuPPOOwUA\nvvHGG2E2m9HW1hazI3FC0KCw+JOTk10uent70dLSEpOepeJlKBRCXl4ejEajZFMikQguXrwoqW4A\nInGSm5uL3bt3C/DN0gHymUZHRxEKhUSWhZnOpKQkKV1ISkrCtm3bZJH39/eLUSf588SJE8jKyhK9\nKYaROp0OK1aswPj4OG688UbJ2FksFiQnJyM1NVXCTD4bPqf5+Xk4nU786Ec/woEDB7B+/Xp8+9vf\nlhT74cOH8f3vfx8lJSX4m7/5G3R2dopXSGOslrXQG9RoNDCZTLhy5Qr6+voQDoexd+9ebN26Naa6\nnXSAoqIinDt3DkePHhVaBHEZNetKI6JW3i8t7eB8UgdVGEh2VGvU+C+Po9VqhezJcxNL8vv9mJqa\nwvvvv4/q6mrxwpYShq82rltjRJeVCofcGVm7pMpxkFcCLPajYgEpDZjdbscf/vAH+P1+7Nq1Kyaj\nlZKSApvNhjfeeAOFhYXYtWuXHFv1oDih6I0wLOIkUglrKkeJ17Vs2TJYLBbJaAHRiUMAnsZLLby0\n2+1Sv0aWd1tbG5qbm2NqlCKRqKZ0RkYGJiYm8Morr+DSpUt46qmnAETd8q985Sv4/e9/j//8z//E\nd7/7XWRlZUlqneen4SO7V6PRYGZmBhcuXJDsoLoAdDod3nzzTYyNjWHHjh0wm80SVvO+U1JSsHLl\nSgG75+fnkZqaigsXLmB8fBwWiwVVVVXQ6XSwWCzybEjZ4A9LedTBTil8bk6nU8ig8/PzKCgowIYN\nG0QMTVWYBGI7w+p00e4c9fX1KCwsRFpaGhwOh1AZKioqkJeXJ3Id1E3/1re+hYKCAjQ3N8uGwfZY\nnAOkGfD58V/eG+vXSK5Vr4+Y0NjYmMxvrgf179Q5ZzAYBFtVBeump6fxu9/9Di+99BJuvfVW1NXV\nCYC9VGtr6bhujdH+/fvR3t4uQlXz8/PSiRVYFJun3AclSyORqAQtpTnffvtt/OAHP8DCQlTe85FH\nHhFXlhgQFzVZsWfOnIHJZBJOTE1NTUzJSXl5uWQsVI4PsFgwqcbgqlFioS53OfKF+Lc8HmvdVKPA\naybXBoB0s6WMrE4XbedsNBrR1tYGIIqjXbhwASaTCdu3bxeplUgkIvVZlZWVMb202BgxEomgurpa\nvJUTJ05gYmICHR0dsntbLBZcvHhRPB1+h2xf9q7nSE5OxsDAAN555x2MjIxg586dKCsr+1gIRoZz\nMBiUbJuq4qimwZcvXw6Xy4Wuri45p0ajQWlpKR566CEEg0Ep9L3a4DE5v9hrrLm5Gbt27cKePXvE\nCBgMBoyMjODs2bOYnp6WZAgBeRWvYYaVmB3fL3k+qkfGd0vgWfXYgKjUxyfVJKpeuMoZo1fkdrtl\njpMMe/nyZfT19aG6uvpTDRHwZ2aMNBqNFsAxACORSGSH8vmjAP5fADmRSMSh0Wg6AdwfiUT++pOO\ndebMGTQ2NkolN5nHXABqLZrVasXExATa2tpgMBgwOjoKm82G1atXY2hoSJjAVqtVquqBaJhCV721\ntRUVFRWIRKKV/gcPHsSzzz4Li8WCf/mXf5FzUpY0LS1Nsjn02DgBGaOryo+8XqZ5aVCWiq6png4Q\nDVddLpcYYoadNCaqVjWZwmfOnMGqVatQXV0tE5RqhEw7M9x6++234fP5UFhYKF4DiZHEM+juM5VO\npjoNgd1ux/333y+8IvJxeP9cWKFQSPhAGo0GXV1dyMzMlHdgsVjgcrmEb6USBdUfZgAjkQgGBgbQ\n3d2Nuro6PPbYY6KeOD8/L8RUlUpAj5tGk4ud4SX5N7xuo9GI9vZ2HDlyBKOjoyLlYTKZcNttt8Fq\ntaKwsFB0jkgxIY1CxX7Ic7NardKDDoCci8+fLcxJaWBKn7pTvGZupgx51cr9cDiMo0ePYnp6Gjff\nfLNgfDqdDvfccw+Gh4dRXl4eQ5P4SwOw/w7ABQCiY6HRaAoAbAEwtORvr3nnu3btkqwFh8ohYWaC\n/BG2hKZrPjU1JTyYlpYWTExMoLW1VUBYVW/no+uEyWQSYzA+Po6Ojo4YKQwgGnZQ+pZEbfvQAAAg\nAElEQVQLRd2VgMU6IZZPsFSA54lEIpiamoLb7UZ9fb14SjSuxMTMZrP0u2poaBAsi2UBNHpqecrp\n06elxIAib8RdeL88j1arld7t1KVmh9vk5GQRpacXGIlEUFJSEiMMxr+dnZ1Ff3+/aETRgyCwylC5\nu7sbK1euRF1dnZSS0GAz3U51SABCAGVmia2FSE4dHh6Gw+HA5ORkDNan0+mE6MeGlaRgkNhJo6N6\nRAaDAW63G5OTk6iurobb7Zb6NLPZLCFkfHw8urq6PpZdI3aohrKcG+TLFRcXSwhHQ8/nyWQGMR9+\nV6WQqMRXJkjo3fN+tNpo99jTp09j48aNYuhSU1PR3t6OwcFBEQiUBfkpxujPRkLkI6PzKwD/D4Cv\n0zPSaDQvAvi/AF4D0PKRZ7QGwK5IJPLIJxwrMj09LaJa5Aq53W4MDAwgMzMTBQUFsvOy5mlsbAyX\nL18WMbHs7GxkZWXhwoUL6OvrQ05ODlauXCklFMzWEERWvRKv1yueE0mSkUi0v5bVahUQll7KzMyM\n0PIDgQBOnz6NwcFBaQOt1UYFwwwGA1JSUvCHP/wBk5OT2LVrF7KysgRvYvthtYjz5MmTiEQiUupC\nY0cD53Q64XA4pFEBaQwEV5embmlYQqEQTpw4gZqaGknfT01NwW63o7y8XDhZLDP46N3A5XKhr68P\neXl5MJlMor/tdrthMpkknGC4QIlTn88Hr9eLlJSUmAaD4XBYUtgE7NXf8fcq65yJB4Y3NArqdY6P\nj8NoNIrCpc/nwwcffICenh4AwJYtW1BcXCwGmviix+OR43/zm9+E1WpFJBJBVlYWnnjiCRQWFsr7\n5uYQDoflWRFPpBFdWjKk8oc41PnHEiitVis66OQdLdVtWhrazs/P4+LFi6JjHggEUFtbGxP2jY6O\n4uWXX8bnPvc5YZQzLP6otdafvYTIvwL4BgChG2s0mlsBWCORyNklFvhDAB9e62DqTma328WY9PT0\nYNmyZbLwzp07h7feegt6vR4DAwPo7e0VyYZ7771XDFJpaSm0Wq0sfCDKCRkfH4/xbLhLZ2ZmIj09\nXerbOHlSUlJQXFwsbamBxdo13uPc3Bz6+/sxMTEhocDQ0BCef/55pKWl4bOf/SySkpJQWFgIl8sl\nuND8/DwOHDiAnp4edHZ2or29HQaDAaWlpYLtcGHp9Xo4HA4kJyeLZ8NzqViDyjvihKd3wILRyspK\nWQjp6elITk6OCYt5nyreQmVBZuSY5eG9qEXOBFfT09OFN6WG21xEAITw6PP5JKzhJkC1BRoftZbQ\n7XYLGZHXOjY2hoWFBVgsFoRCITidTjz//PM4f/68eE6f+9znxOgRhyRbvL+/HzabTa7V7XbjypUr\nAKLNNEtKStDW1gar1YpXXnkFPT09qKurw+7du2VDUAmVfMcqX2p4eFgyrJxDqmTvxYsXcebMGTz8\n8MMfyyCrlAsaKrfbjWeeeQZutxtPPPFEDMmVcEJmZiY2bdokxkz1Jq81/iyMkUaj2QbAHolETmk0\nmg0ffZYI4HFEQzT50//uMW+77TbJYNXX18NgMKC+vh5dXV1CXiQxsKenByaTCaOjo7Db7Zibm0Nx\ncTHMZjMikYiUZrDEgCFWXV2d7Ix8yTynWrv10f3IRNHr9RgZGcHw8DCqq6uRmZkZI9eQlpaG7du3\nS1O+SCRaqNjX1yf4wpYtWyTc4Lm9Xi/eeecdET3jhNHr9Th69CgyMjJgsVig1Wphs9kQDAZRUFAQ\n07uNO9xS2gMXvfo3Wq0WN954oxDs1Ir8q3V4Jc6SmJgo5FNKvLJdkcFgwPT0dAzZk6UJPB6NIImn\natHm0sFaN8rcApBnosy/mGtlBqqhoQELCwuYmZnBwYMHkZqaisnJSREx6+vrE0oHM1jEaUKhxRZA\nZFCTK0XDf/ToUVRVVQkT32azYdmyZVK+wcHf8/jBYBBpaWlwuVzo6elBWVmZeGUqdwkASkpKhCVN\n/CkUCknhq5qN1eujTT4ffvhh2VTZkIKqkzRctbW1WFhYwH/8x3/grbfeutZSlPFnYYwArAOwQ6PR\n3AwgEUAqgN8AKAFwWhNdpQUAjms0mlWRSGTi0w74zDPPiMTrzMwMBgcHUVpaiuTkZMFX4uPj0dLS\ngu9973uIRCJ46aWXcOTIEaxYsQJbt26VPlxk5Go0UT1k8jTUeB5YzEh8UiYsGAzC6/UKE/oXv/gF\nQqEQnnzySXGD+S8QjelZklBeXo5/+7d/i1l4qmAcDUBjYyPy8vLQ1dUl12YwGFBdXS1Fv3SrGVoR\nsFUxJGIwajiggqPx8fFISkqSEDc+Pl46olKUXyXZLc36se4JiBoHFtdykahcHoZdzHBRdkMVhecz\nYxtnKhIajUbs3r0bubm58Pv9Ukyq3hPv/dy5c1i+fLmEdvTuzpw5g5deegmFhYVYuXKlZEcbGhrE\nQNOj0+v10pE2JycHdXV1UsKxfPly1NTUiLj9iRMnsG3bNtTU1OCee+6RFkgM6fmj1WoxPT0Nn8+H\nkpISIVNqtVqsXbs2ZsPjvFCxNJJvOTQaDVJTUzE9PQ29Xi+8JxpNNYum8taWssa1Wi3+7u/+Dg8+\n+CAikahaJ4tyrzb+LIxRJBL5PwD+DwB8lCl7NBKJ3Kn+jUajGQCwIhKJOP87x+TuQs5LfX29hDvB\nYBA1NTUAFgsG9Xo9brrpJqxYsQKVlZXIzMwUcG9hYQEDAwNIS0vDvn37cNNNN8nup+6waoUzF5o6\n2GE0FArh7bffhs1mA7Etk8kkICgnoQq203vR6XRwOBzwer3inuv1UXXBX/ziF2hpacEDDzwQU7aR\nnJyMDRs2iJEMhULIzs7G4OAgzpw5g9WrV8vC9/l8mJqakv5aS+9jZGQEJpNJdIM4+HectDRKNCwq\nW5hZKabe+T31ObGNFIml09PTOHLkiLSLNhqN8Hq98Hg80nvMYDCgr68P77//PkwmE3p7ewXUZWjN\nMhA1tCBux/IblcUeiUSwfPlyPPTQQzh79iw6OjqklTSJtMTpVOPN2q77778fJSUlKCwsFFmXUCiE\n9vZ2VFdXS3eZgoICZGVliYfCucf5kJSUJPjVwsICpqamsH//flgsFnR1dQFY5JzxXUYikatWGagp\nfPV3ascVFUD3+/2SFKHMMT1ZHicYDEpJyyeNPwtj9N8cEfwPwjRmGQi2hsNhXLp0SZrlMT2rSmdU\nVVWhpKREsgyqh0MdIGIDTMNycRMA5e91Op1k66gx4/P5EB8fL7yZ4uJizM3NISsrSyZPUlJSDCbA\nc3OX8/l8cDqd8Hg8MJlM4krzet1ut9y7WrZAL4WeQHJyMoaHh/Hee++hqalJgMhgMIjc3FwBQAOB\nQEzjw7S0NFEvYIkCwy/iFiRbUsyf5+7v7xcuE8X0+RzVQclar9cbU7vH8KKurg5WqxWDg4MwGo0i\nLsa+9ZmZmaipqcEjjzwCo9Eo0iIMZVQjqgLlKimSxtFqtSI7Oxtr165Fc3NzDPYXDkdVF86dO4ek\npCQ0NzdDq9WKZxMfH4/169ejoaFByooYCrW3t0Oj0eBnP/sZvF4vtm3bBiDqDdfW1gquByxKyrBc\nJxiMtth+7rnnUFJSIj3jCFirzRfpRVMeVi3QVVtmsyyH9Inq6mp4PB5MTExIZpQbLRMJ6jOkJ3qt\n8WdnjCKRyHsA3rvK52X/02NxFyRgefnyZfh8PtTW1sboB/X398PtdsskULVbOFpaWhAOh6VNDrWg\nOZnPnj2L999/Hxs3bhQNZg7iL1NTU4hEIqioqMB9992HO+64AyMjI8Kp4a42MzMjACYXI9Ps1KVm\nnd3U1JQwjx988EHRpqGLzX+Z4QuFQhgaGkJubi5aWlqwfPlyCUV5L1ptbD0bn59OpxMcjcbS7/fL\nQuDEDoejAmkMuSKRqOLAG2+8gZdeeglf+cpXsHv3bqls53tiOpldYXndAwMD2Lt3LzweDzZt2iSA\ntl6vR0VFBRITE6VeKzc3F+vXr4fb7ZaWSMTe6L2p2BGwiMMw/GCZDpMGpaWluPHGG6UdFBD1qOkd\nlJSUSAaQ75tek9frhcvlwtTUFObn52GxWJCfny8GYGBgQN6LzWYTKRO1Wp7pfhq5+fl53HrrrYhE\nojrc5EFNTU1JTzOK2/3oRz/CW2+9ha9+9avYtm2beJo8JrPJTEpEIhFpWOr3+3H06FHExcWhq6tL\nNg1u5mqWlcoN1xp/dsbo/68xMTGBQCAgomoajQZ1dXUxxX7EIKhpVFhYiNnZWZhMJtk1+F0gOsm4\nE1N8jRjOiRMncOLECaxYsSJGKoOek14f7QbByaXRaGA0GlHyUe9zj8eD0dFR6a+VlJSEkpISqePi\ntRBbIdGPpLZwONopltR9Ar/00vh9ZoXYeYTGh10k1NR25CNSJFPPxIboXQGQomMaLNXIs8iWoSTD\nlaqqKjF+5P+QtnD48GFUVFSgvLxcGNz79+/Hyy+/DK1Wi5ycHDQ3N6OmpgaFhYWSHaRRu3DhAoqK\nigTvI9eJKXS15IHPg1k0fj47Oyv32tzcLMfmO6XRoreckZEhYTFDFobqfr8ffX19eOGFFzAyMoIv\nfelLyMjIEFrFLbfcAo1GI8+GCo9qCMtwnfNqeHgYhYWFuO+++2TzYTq/oaEhBswfHx8XOgk9emZV\n6dGq+BCxLlb5r1mzJobPxRCc18T3bjab8dhjj6G7u/sT1+R1a4yOHj0Kt9uNrVu3IjMzE6FQSKrK\nVexCp4tq/qSkpCAxMRG5ubkx9Ut0aT0ej1DzyQsiOJiQkIC77roLHR0dyMnJiQk7uCAnJycxNjaG\n2dlZ1NTUYP/+/Vi7di1SU1OFak/R+ZKSElitVrjdbjE6zGaQfMjq+unpaSQkJMRoHqmC/MxYMVwM\nBoNSPAxADAknJN15GjWS5OghqZkfNpv0eDyIi4sT5jCNFX9YFLtlyxaUlZVJJThVEp1OJw4ePIjm\n5mY4nU7YbDYRduM9zczMICUlBWlpaQKgqyFVSkoKKisrMTo6CqPRiEAgINwp3qMaMvIamUkCIKE7\nGw9kZGRgzZo18Hq9wsymB+j1etHX14eDBw/i0KFDyMvLw0MPPQSTySRALz3IyclJnDt3Dj6fD93d\n3Vi/fr1sDpTioHfJa1MztAsL0RZHNBxWq1Uycyxd8fv9MT3vOG666SYUFhZi69atQmxUO6Go85xz\nHYCE0axgGB0djdnsAMR4wykpKWhvb7/mmrxujRFT+GrtDrutcqEmJiZiZGREMgrEgJh+p8KfTqfD\n5OSkeCE0Qoyh6UEUFRUJTqN2B4mPj8fMzAzOnTsHs9mMyclJlJaWyuQ5ffo0fD6fCMFFIhHpv0W3\nfHBwEImJiRKSkHiphlFJSUnw+/2yk9NrICcIWFy41DpWvR5e99LBMgGqS87OzqKgoCCmkJNA/6lT\np8R7PHXqFEZHR7F+/XrU1NQI8MxFHxcXh4mJCbz33nvi9XR2dsLlciESicpURCIRrFixQoo2qWDJ\nZ6MS95KTk4X1fOnSJVy+fBk7duxAYmIiZmdnhf/DQuKxsTFhXrOqXy2UZiiqiswxVN6zZw+efvpp\n2O128a42bNiAzs7OmJKKlJQUaYOemJiIu+++W55/MBjEu+++i7q6OtEZVzcyviPikaQxrFu3TpqD\nZmZmYmFhAdPT0yK2pn6/trYWNTU1Me2u6L3x2fFflQw5PT0d08CRZUX0jFQ8lR7bUuzvY/Pof7KA\n/5IGdxl2rGDMrU7eDz74AE8//TTC4TDuuusuVFRUxLif8fHxkkIljnHkyBGsX79eUuTj4+NITk4W\ncJlucVNTk2ScQqEQcnNz0dHRgYSEBLzzzjtIT08XIf+jR4/i7Nmz0p1Tq43q1xC3CQQCcDqdCAQC\nEqaxfTGJgwzV1CyMOuHoHdA4ciIxPGERJkMPLlp6IMTS+B1+xsGUOqVMdTodDh8+jAMHDiA5ORlm\ns1k6XHDx6vV6KcOhPDCBUh6bFfsVFRU4e/Ysjh07ho6ODsm2LSUFAtGwhvwv8oD4N6FQCC6XS5QU\n6DlNTEzA6/ViamoKdXV10syAm9NSDHFkZESUJwFI6Y767An2Hjx4EAMDA9i+fTtKS0sBQDz0TZs2\nSY8yAvXAYmZWVeYMBoMiMwssZjATEhIEAmC4pdbGabXaGJ1tPl+GduFwWDYhGhu+Y3KX1CYOnJOR\nj9jinHtLFRGWjuvWGJEoqBINaYz4Ekk85KAHoU6IoaEhGI1GZGZmYnZ2Ft3d3aivr5dYnZhHUlIS\nkpOT8cILLyAQCKCsLIq3cxGnpKQIUO31evGTn/wE999/P2699VZ87Wtfg8vlkjCKbGTuzDqdDmvW\nrPmYh8OJRfkOLmCWg9BgqHyopWlb9TharVaKavl9KjaqbGrWZan4UEJCAsbHx1FbW4v4+HjYbDbB\nftauXStGjmGw3W5HOBxGbm4udu7cKeJfakmHqnSQnp6OdevWYdmyZTH3Y7VaodPpUFRUhPn5eXi9\nXmHN5+TkYG5uDi6XS8TzibONjIygpKREvMlAIIBjx47hwIED+OIXvyg4ENsDeTwe4SilpaWhuroa\nNTU1oiBJQXx6BwShXS6XhGhpaWnCfWPIV11dLaUjxClVegEHs77E9qqqqsQrV3E8anJTYjkSiYgU\nDrDYDUar1cLhcMDtdkv9JIFolefGz00mE6anpyV7ykJeNUP3aeO6NUYzMzOyi6ihBHEDjUaDzs5O\nuN1uaDQaNDc3x6jmARAxKe4Cx44dw5o1ayRFm5SUFMOW1Wg02Lx5s0xg7hgqeQyIkt9uu+021NfX\nC/BJ+RLWKKm7lWoc6eH4fD709fVhcnISq1atgtvtFjc+PT1dDAoASUH39/ejv78fZWVlKC8vl0wY\n3W41/avX6zE1NSUeIHu05ebmwmQywePxSLjBaysrK5PszPz8PC5fvoympibk5+eLh0ovbN++fUhJ\nSUFpaaloTgHRHTcQCMSQ/2jICPoDi16BWlUPLHbCpcdlMBgk3GMRq0ajQXl5OUZHR6WW7o477kBi\nYiKamppQWFgoYSvDe1bbM8TZsGED6uvrYbPZMDw8DIvFgoyMDMmI0ivT6/W44447sGXLFqxYsULo\nA5xn3EgItqtlOOq8ojgaNw1KFqvejlYbVWSgcoEqMcLnOzMzIyqfbIm9YcMGoT2Qsa5iQ5yX1HNy\nOp3CheJ7BRDTOOJq47o1Runp6SL8pUojAIuhSXFxMe69916h1xOcVsmBzKyxfTGzUNy5uXtMTEwg\nISEBra2tMU0OA4EABgYGkJWVhfz8fOj1eonhCcYyjFI9Gb5sjsnJSej1eskwcQLY7XaMjo5ibGxM\nPDZ1lySIrNVq8bvf/Q5vvPEG/uqv/gpf+9rXBItwuVyibklMIRQKwWw2S5dRTlAaLxrqubm5GKIe\nQc2cnBw0NDQIFcBgMEjKmDwqahutW7dOws4PP/xQCKDEUNS0MwfLGxhOAVGjOz09DZvNhtraWkQi\nEWkHpBZF03MsLi5GYWGhhESFhYXIy8uL8by0Wq10V+U5yHY3m81IS0tDU1MTQqEQPvzwQ0mGABCP\ned26daKntLTvnBpmqpwweqJLlQkIjpPnQ1yKc4ilP4cPHxbukk4XFdVTPWdqLbHDyjvvvAO/348b\nbrhBpEY4IpGIUC6WJg4Yai8FxK82rltjxF1efUAq6AZAClqZQZmbmxN2LTEmtSK5ra1NasHUcM7h\ncGD//v2oqqoSbgvPOz4+jhdffBFbtmyB0WiUTBdjebr4rNFiSMLdFVgEUMmEnZmZwcLCAsxmMywW\nCz788ENcunRJuoSo2tx06wOBACorK3HzzTeLVCjxAhIpubC5KGZmZpCamioGsLS0VAxhdna2GCpK\nkKjZHHoEat0XjVJOTg62bduG9vZ26HQ64SSRKsHaP5VQyQWs8nxouA0Gg3QnYUhOg07DNzExIZQG\nZi0BCJ7IzYfqB+yLB0CoCaqxYGqcOA9Jj+yswUYEPAefWzgcFtyPXjvnZSQSEc+Q4Z7L5cKlS5dg\nNBrFINLwk3bBOkB63yUlJVLrqCYMAEjWMT4+XlrA22w2vPbaa9DpdLj55pulYp/AdUJCAsbGxiRr\nRkUBvgtuyJ8kPCdz4pq//QseVqsVhw8fRlZWFlavXi0vh2Gayhfx+/2w2+0oKiqS7zIVPjw8/P+R\n9+bRcZbn+fD1zqKRNIt2jUaSta+2ZMuyLe8rxnaMARsMBkxCUiBLOSFp07Rf2p721y/5TkOTL+lJ\nG5pzUtI0aYILNYY0MRgHgzcwxniTV1mbtY+kWTTSzGg0M3q/P4br1jPCS/v7fb/vwOfnHB/MWJp5\n532f516u+7qvG0uXLpWDQYPB1GdqagperxeDg4NITU3FnDlzxJhoWkLj6Etf+pKwlQksMozngyS4\nDMxUphh5mc1mOBwODAwMoK+vDydPnkRLSwvy8vIkfdy3bx90Xcfu3bvF0KWnpwvQG4vFcN999yUZ\nZ5XM6Pf7Jb3h67PTy/HxcQwODoqcq8pNodfmoeLhVjdtJBKBz+fD2NiYEOcMhoSCYU9Pj8jI0qic\nOnUKfr8fjz32WJLx5wqFQggEArBYLHjjjTcwZ84c3H333UkkzImJCQCQSp/BYMDatWulr42RUiQS\nwQcffIB4PI7q6moxhn6/HwAEL/J4PKJnBCBpskxWVpZggiqYy+tWhddohEinYM8k+xE5grqtrQ3/\n+q//irKyMhldXVVVJcUEjlfiwAAAUgXjz8wG33k/iPkwKjQajXC73UnyMYx62NcJJA9WYAQ1OTmJ\n0dHRW57JO9YYvfHGG3jppZdE4XDz5s3SlsENEY0mRg9TX5gRClMbSs8SiCRTF4AMPDxw4ADMZjNK\nS0uFm0GpCgBCBeAf9veogDow02TLEDwQCAiZjJ779OnTyMnJkW5rGoFt27ZJJfDKlStIS0tL0uFR\nQUemcPTqrIARGFaNByftcqWlpcHlckmqpg4TIJbCAzebAAkkIoy3334bhw8fxqJFi7Bp0yZJrVRZ\n05GREQwNDeHy5csYHh7Gpk2bYLFYRFWQ9yccDsshbGxsFD0oHnZ1IgarmWy/ARIRDtPDsbExHDp0\nCNeuXcMXvvAFrPto1HZqaioCgQAOHTqEoaEhrFq1SvAavvf09DRGR0cl/eOsOt67WCwmBpKRInFI\n8ofYH6e2AUUiEezduxfDw8MwGo3Yt28fVqxYgZqaGvkZRlv8o2kaMjMzMTU1hbGxMQAQ0F79HdJS\nAKCmpgZ/8id/glgsJs+X10rHlJmZKXuJRRueDZ6XoaGhW57JO9YY9fT0IBKJYGRkBG+99Raam5sl\n3aDnikQi+Jd/+Rf09PSgpaUFlZWVMBgMqKurE5yFanZ2ux29vb1CzmNHd19fH06dOiVSGr29vVKd\nYCRG+VKCoj6fTzafwWCQcJ4rHA7j17/+NYqLi3HfffeJ5MmGDRvg9/uxcOFCmfwKAM3NzWhubhYQ\n2263S0WKm44ejLgCMKMiSOMSDoeFpcxUwOfzYXBwEKFQCA0NDeK11e59IKHVw8MIJKIo1bDpui4c\nqPb2djidTmFO63pi8khnZyecTifGxsYwNjaG4uJiVFdXC9+GM+28Xi/eeOMNxONx3H///cLjYcUJ\nAPr7+wUUZhTKNJnOiOkX07Jly5ahuLgYRUVFSZVMk8mE7u5u0YlS+VsGw4yaAJ9pLBYThUrec7a8\nGI1GdHR04ODBg/D5fDh27BiMRiN++MMfSprLdBxIpFxr167FwMAAjh07hqysrCRqBlNnNdVTOwdu\nhOWoMAIAmVhDuRAVRKdj8Xq9GB4ehsvlkuIFOXFMldl8frN1xxqj+vp6dHV1wel04uGHH0ZFRYVU\nF1jOJbN3YGAA169fl2iBXo8VJj78rKws6XBnFFVfXy94jN1ul1ybYTgjIqaEwWAQPT09cDqd4kEB\nJDVFms1mrFq1ClarVdIsIJESsKLDNIjhPXN79nuxakPcR9XzAWYUBIgdMeTme/M9KcavaRoaGxuF\njfv8889j9+7doobACIN8GN7LYDCIoaEhuN1uNDY2YsmSJSK+xjHZAHD9+nUMDw8jFAohPz8fRmNi\nGgpB9VgsBq/Xi9LSUuTm5mLx4sWIRqOilpieno7x8XGpKBL7Gx8fF1IgGfaqPjZJsPF4HHfffbfw\nakhy1LSEuNvatWtRVlaWJEHD0jpxLmCmz00tmGiaJmmb3+9HR0cH9u3bh/HxcXz2s58VORa1HxFI\nGImvfvWrUpV7/PHH5TO5YrEYPB4PHA6HqDswInU4HBgfH5cIKTU1VUYp3Wip1Tx1EVcaHBxESUmJ\naJTz8ynzoqb0N1p3rDHavn07GhsbkZmZKTk2N4W6YZ988kn4fD4JOXkYqTk0PT2NnJwc0U++fPky\ndF3Hhg0bYDabsWzZMsybN0+8ckZGhpTMVUAvEomgr69PCGqhUAjd3d2orKz8WOXCZDKhsbFRQEyS\nH9XNSmOhfi+G1Nxs0WgU7e3tqKqqSuo7i0QiePfdd9HY2JhkiNQuf5X0WFNTA13XZdoIAXiVL8NF\nrpDaytDa2opr167B5XLBarViwYIFYgjIg2EbTEdHBywWC7xeL6amphAIBJCZmSnR28TEBNLT0zEy\nMiJSJvF4YpbbxMSEtMcwxSKRkq0TrAbxOTNapQPi/aAxBRIHrqamBi6XS/g1ACQKUjveOzo64Ha7\nBcwGZiIjCvTNmzcPn/vc5+D1erF27VpJvTlCS8XGeJ/YusSohNdAud4jR46gqqoKjY2NSeeAPZpM\nD9U0UN1zHJJAvXE6Qf6pq6tDRUUFbDabAOaq4SKt4FbrjjVGJSUlgjGw7YFhMjd5fn4+KioqpEnT\nZDLB5/OJoiPlPCYmJuD1esUTZ2RkJKUgfDAqmEtDxI3U39+Pn/70p2hpacH69evR0dGBaDSKwsJC\n6RLngcjOzpb5Xez8JrmNm5HVPkZgTEF5XYzOCMoDEJas1+vFwMAAFixYINfOzy2hGy8AACAASURB\nVGb/ElO4aDSK3NxctLe343vf+x7uv/9+3HPPPfj617+edL/VSqWKpWiahqamJpSWlibp38TjcXi9\nXpnTxkm87e3twmeyWq1SASspKRGp2pSUFFRWViIUCglZ0GQyUX8ZR48exbVr1/DQQw+JNAqbgolL\nMUVkREOy6YULF/DLX/4Szz//vHw3OprMzEyRaGEESuPNCMvtdsPn8yW1RjCNIxhsMpmwdu1aHD58\nGGazGRaLBampqR8bIAEgifXMpl91paamoqSkBD6fDzk5OUhJSRGtJfYKZmVlydhucsA4LYQg/sTE\nBCKRiEzpVakNdM5MOwlwj4+PC83lRhjh7HXHGiOW9tXFCgBz9QceeADXr1/Hiy++KETAV199FRs3\nbsTKlSuF7q5pGs6cOSO8EZb8eeCYxs3eSACk2qPrulRiAIhsg1rVY6VtcnISL7/8MoLBIB566CEp\noVutVgwODiIrKwtlZWWSTgBI2gjs1Ke+NSMBj8eD/v5+9PT04P7775coS9VqIs+IlZxQKISpqSmc\nOnUKHo8Hw8PDSVUUdbMSE1LL3iZTYoy40ZgQhVM9Myd+DAwMiENgq8bQ0JDgYtRmttvtctAYoU1N\nTcmBpRO4fv06Lly4gC1btiSxi1WeGaM+YKY6FAwGkZKSgrKysqTRPZ2dnSLdumfPHphMJnz2s58V\nvhH5U3a7HRs3bpQCBSNWkljpqPr6+nDx4kU0NTUhMzMTHo9HVDhJDVA5W7xGYKZip2JEZLKrVeLZ\nJFF+n+npafh8Ply4cCGpk4CcMrvdjvHxcXR0dKC6ujoJXyRlhHAHpVzUvXurdccaI3oFgox8eNQv\nbmpqkopWXl4ePB4PVq9ejXvvvVdEz1T5z/r6ehiNRmk3YJ7MSgmjCW5oLqYyaWlpqKurg8ViQXt7\nO/bv34++vj5omoaVK1cmTWQNh8MCBnI8TU9PD+LxuExsYJTHUrLb7UZ+fn6SUaK3D4fDCIfDOHLk\nCF588UXBuDjnze12o7OzE/X19WJI3nrrLfzkJz+Rgx4Oh/Hkk09i3bp1Hwv1WZUDZjgnamWSVIVg\nMAiPx4PBwUGp8LjdboyNjcHv9wvWRM0ln8+HkpISOVBtbW2ora2F3W4Xx6BpGkZGRqSVIh6Po6mp\nSaaMkMxJjA1AEsBMAH10dBThcFjSMXVxJpzX65XWiomJCeTm5iIYDErkRJ6QWkoPhUL4/e9/j+Hh\nYWzbtg35+fm4fv06Tpw4gcbGxiS+FCu8fr8fRqNRvtNsrpbqZJmes0jCyt70dELuhrgn03SjMTFi\nnTpQKj+J6ST/6/V6k8ieaoGA0SEAMb63awm5Y40RNwc3Bo0Rw3J6upKSEjz00EPysNhwyAfKqCIn\nJwcTExO4fv26TJVg0yfZyRweaDabZQPQI+l6Qgirvr4ev/zlL3H48GFMTU3hxIkTqKysRHl5uURF\nZrMZjY2Ngv+kpKSgqKhI6ARsSqUn8ng8OHLkCNatWwen04lQKCRCYPTQZ8+exa9+9St0dHQIPwqA\nXMOFCxfEAKoAOdNTAGhoaBBipEpCZNpLAJ0AOF9XK0+M8iYnJ+H3+9HX14ehoSGEw2F0d3fLz7Gi\n1tPTA5/Ph8LCQhQXFyMYDOLFF19EbW0tli5dipSUFAwNDeHtt98WjeqmpiY0NTXB4XDA7XYDmNF/\nUomkxNv4vKlMORskZvqdmpqKZ555RvoNVcIi7wWNKaPHtrY2vPTSS+ju7obT6cTOnTuxfPlyaeRl\n2sfCBEv+xI7IPCegznvPKI98IhWCYB8eSZFk5dPokbxIuWXqPQEzfDfeq8nJSSG2ErOcTUL9r7Cv\ngdsYI03TqgA4dV0/Puv1lQCGdF3vuO0nfEKXGuKqrxHcVT0lAOF4MBS1Wq24evUqrl27hvXr1yMz\nMxPRaBS9vb2oq6sTMqI6epgSnWolTtcTUhiZmZnYsWMHIpEI0tLSkJ+fD6/XK3PoaWyABEbhdruh\naZo0fLJnLBKJiAYOvx81vtncmZ+fn8SnMhgSwxZLS0tFuI1eMSUlBcuWLcOiRYuSAMhly5YhJSUF\nHR0daG1tRTgcRklJiWx8n88nqgFAol2lv78fjY2Nkl7x+qkbZDKZkJ+fj9TUVHg8HoyOjqKnpweD\ng4M37fi2WBKjoC2WxCDL7OxszJs3T3CLvLw87N27F0ePHkVlZSUqKioEf5qcnBQdIvX+cdEBxWIx\nYeJToYHPgQazqqpKjAP3DwAp86tRFx0RNZHmz5+P/Px81NXVCT7ndrtx9OhR1NbWorCwEC6XSwyK\nOuJqNsWA34XSr6xi8nqBGV5RKBSC1+sVfSp+Ng0doQYWAVglpLGiU41EIrh69SrKyspksiyNMKu4\ndC63WreLjP4eiXFAs1fgo3+79za//4ldVL9j7w5DURWf4QPnw1EfqtlsFo+2ePFiISiuXbtWUiVV\nIdBqtSIrK0uAcLW0T6H2YDAIk8mEbdu2IRKJ4NKlS9ixYweqq6uTPGw0GkV2drbgJwDkPYgzqdUf\nUg6Amc5rXU+0H7CiVFtbiz/7sz/D9euJwbxz5syRtIjhNlMr4k2LFy/G3LlzUVxcLDPWGAmq1Zxw\nOIyDBw/i0KFDWLNmDXbs2CFSKOxrY/o6PDws4u3Egji88EaLaQ8nsxYXFyMej+PixYvIycmBzWbD\nxo0bMW/ePFRUVMDhcMDv94tGOI0WkIggu7u7kZ6eLvo+pDdQ4kQlogKJdH9wcBCFhYWwWq2Cs1FS\ng881NTUVIyMj0HU9SX6ktLQUX//61xGPx5PIlpOTkzhx4gSKiooEXGc6phYg1EWDR9zz/PnzWLZs\nWdKEXrbDcN+QjElMk0aZ6RYww4djg21OTo4A8OTTzZ8/PwnU5vdTF9nuN1u3M0ZOXddbZ7+oJ4Ym\nlt3mdz/Ri+Vvktxm57RqHq4aD65gMIjCwkLRLgISDyE3N1c2YiAQkLSPkRXfi6/xs8bHx+H3+1FW\nVoaioiKsWLEC0WgULpdLUiEKx6tysgzJZ/+XeBDTBzVcjsfjOHfuHE6cOIHMzEwsXbpUro/Rhclk\nwvj4OIaGhqTkPjU1BZ/Ph/7+ftTU1Eg5nd6fh3BsbAwTExOIx+OwWq0YGRlBZ2cn3G43Ll++LAMv\n2axLw8j+sWAwiJGREYyMjCSN1r7R4j2cnJxER0cHvF6vPM+rV69C0zQUFBQkjVpmuuv3+2EymRAI\nBGCz2TA+Pi6yMjy8ZBOTHa/SMWKxGHJzc9HQ0CCpOPWQqAyqUgAikYioQlIMjXQPFePr6OhASkoK\nfvCDH4gxn5iYQGpqatI0ldHRUWRnZ8u18dn6fD50d3dLmsURUTabTbTU+V5VVVX48MMP0dXVhQcf\nfBA5OTkYHx8X4q2maWJ4RkZGcOnSJaxdu1aoENxrs6efqGtgYADf+c53UFtbe8tneTtjlHmLf0u7\nxb994ldqaiqys7OFVawaCea3qtja7IZMu92Op556SipF6s9xw872LuzdITbCTcVcngJc0WgUbrcb\nV65ckajgzTffREFBAdauXStiYOxnmz0uSMU02N9GIzU1NQWPx4Nf/OIXeP/99+F0OpGVlYUFCxbg\n3XffxdGjR/Hggw/KCBtKjdDQWSwW4b0wbS0uLpboiXhTMBgUXMrhcGDXrl0oLS1FXV0dysvLxXh0\ndXWhqKgI8XgcQ0NDaGtrS+rzu91ipDcyMiKvFRUVITc3F9PT0/D7/ZJC2mw2+P1+iaZIh1BB9erq\nahgMBjnAnKVG7gyVLAcGBmC329HV1YXW1lZs3LgRRUVFmJqawuDgoEwhUQHgkZERHDx4EDt37kRp\naamkdHR0sVgMQ0ND2LNnD65du4Zvf/vbOH/+PN566y089NBDaGlpkefX1dUFm82WJFFjMBgwPDyM\n9957Dz09Pdi1a5dEyGS4q60f8XgcGRkZaGlpwfz588WJ+v1+eDwelJaWCl3EbDZLCsxpK1NTU7h4\n8SKGhoawYsWKpP2urtHRURw+fBh9fX23fJa3M0anNE17Wtf1n6ovapr2FIAPb/O7n+hFL05GLSUX\nuHlmh+Ozl9qpTTIkgdhYLCbiVTeqcpC3Qeo+BdCZnui6juLiYuzevVv641pbWzE9PY3z58+joqIC\nBQUFSTgBjQ9BSRpHApAMpwHIYQoGg1KxY9TG1IXfn9+L/WpkkROITk9PTxoCwHtLbgx1knNycqQb\nnAx3bvKKigrplfJ4PMjJyUFtbS2Gh4cxPj4uxoN8q9n4EdnOKSkpqK+vx5IlS0QDmnPp6d3pKBgp\nUuICmJFFZf9ff38/PB4P5s+fn8Qo9vl8eP7557Fz505kZGSgrq5OyJxAQomBOBMZzeSgsSLZ29uL\n4uLiJGkVPr/169dj2bJlwow3GAxS/p+cnMQ777yDV155BVVVVfja174mPYKRSATt7e1YuHAh5s+f\nL/eLzomZAKu8NFD8bBY9XC4XHA6H7AHu26KiIonOiYNev34doVAIPT09Mp6qpKQkSUOqpKQEa9as\nueGsQHXdzhh9HcA+TdN2Y8b4LAaQAmDHbX73E70otE7AlcaDkx94oMgwJdgLQBi9NER8uAQPgWS5\nDK7JyUkxLiS4EX+iMXnttdeQn5+P2tpazJ8/Hy+99BJKSkrw5S9/GXa7XcBfinmpfUZAwrtTjB+A\nAOlMO+12O+rr6/HDH/5QRkDn5uYiLS0Nd999N9avXy/gJTBzQAlUcnOGw2H09vZKWgckWhnee+89\nVFdXIy8vT3gpvD7iM5OTk0hLS0NNTQ3Gx8dFk4hVQ4fDgcLCQhiNRnR2diYZudlpAKNVPidWj65e\nvYru7m7s2rVL0iBGQhTEKy4uFkOnVr5ofN9++20YDAYsXLhQUrTJyUnk5ubKzDXiMbyu6elplJeX\no6amJimyY2U2OztbihbqXqPhsFqtWLhwoQjWlZaW4plnnhHy4MTEBFpbW9He3i4Ogcx4n88nxRAV\n+yEdoKOjAy0tLXLPWK1jOsnoljLF3J801vws1UgtWbIE0WgUra2t6O7uRllZGSorKyX1pjbSV77y\nFXg8Hrzyyis3PZO3NEa6rrsBrNA0bT2Aho9e/p2u64du9XufhsW+Knoubmiz2YyOjg44nU4p5TL1\nUMlnAGRTU9uG2jFq1Umt2o2NjeHIkSMYGBjAvffeK2kWxx2npqZi6dKlqK2tlZSCA/PmzJkjvJnZ\nxlE9RIz4VG8LzICJ3Ih5eXmSiqkHnJgUMHP41YPGzd7V1YW//uu/xmc+8xk8+uijwkYfGhpCeXm5\n4BNutxtTU1PCiQmHwzh+/Diqq6tRXV0tRpmFgs2bN8Pj8QAA8vLyUF5eLhEse6jUpWkJmVemFEzH\nqLV99OhRmWnG70qWNrEpjnfm901JSYHNZsNnPvMZeX4kyWZmZiIWi6GkpERoCxMTE6L1zHtIgJiM\naOKCFP2fnJzE66+/jqysLBQVFYkcLyMZAEIlYVrv8XjQ09ODjIwMPPDAA3L/GO2lp6ejvr5eGodV\nvOrEiRP4t3/7Nzz33HOwWq2yt2l0SBIln4sGXN1bNEDE+QwGgxQinE6nFGAIC/BeTU9Po7i4GJWV\nlbc8k7cr7W/Qdf2Qrutva5rWret6l/JvD+i6fnMz9wlfbrcb8Xgc5eXlkqZwk3R0dMi8cnpcj8eD\n3/72t9i+fbsQvfx+P8bGxuTmsz9NJZ2xZK1pGkKhEK5cuYKTJ09KGJ2amiolZavVivnz58sDtdls\n+NznPoeysjJhDweDQXi9Xly9ehVZWVmor68XSVqyuUn6Ix7FMi/lW5lS8O8qKEvcSxVgY2qkAuAW\niwXNzc1CDgUAp9OJbdu2yed3dXXh5MmTqKmpkRKz0+lEQ0ODYC+sZIZCIWRnZ6O3txfvvfcefD4f\ntm7diuLiYiGNXrt2TTRx7HY7HA4HcnNzkZWVJSOAGLHW1NTAZrPhwoULcv00zrznJFwypVX5M1ar\nFVVVVejr65OKGKMuPl+mKp2dnUkSwYWFhfK+HGvk8Xjw+uuvY8mSJSgvL8fLL7+MY8eOweFw4PHH\nHxfNarZpMBIjnSASiWBwcBDDw8OoqKjAli1bhJFN3NBgMAhozQIEDbnVakVjY6NcF3FK7h1GaAcO\nHIDP50N9fT1ycnIwb968pKZhStyo/882IRUzohEn0ZL42a3W7dK07wNo/ujve5W/A8BfAvjUGqPs\n7GwJPzlhgdY/Go1iz549+PznP5+UblEnxmAwYGJiAt/85jdhsVjwla98Bc3NzRJF0GuoRk7Xdbhc\nLjz11FN49tlnMT09jT//8z+HzWbD1772NUlLSIojDlJXVwddTzSLDgwMYGpqCq+++iref/99NDY2\n4plnnhElAG5mAsgEj8fHx9He3i76SyTpcXGDcjMxYqQ8LqexsmLDnr6lS5dKDxjBd3VI5JkzZ9DW\n1obVq1dLimYwGIRPQxKowZCQ2RgbG8Pw8DDOnDkjVbn8/HyUlJTg8uXLyMnJweDgoESR2dnZQkJ1\nOBzIz88X3fFQKISzZ8/izTffxMTEBD7/+c+juLhYDDEPPIXgmIL09fWhtbVVCJyvv/46Fi5ciKam\nJjHcHR0diMfjKCsrw/R0QvsZmEljWMrnngIS7PBXXnkFw8PD+PrXv46enh709fUhLS0NV65cwbZt\n22Rv8b04+oea5eRJsXpJozg9PY3jx49D0zTcfffdYliZ/uq6jiVLlmDlypVJuuGsPBJbZD/ZqVOn\nxFmy0EKjQhrFhQsXYLPZUFdXl1QVvpEYIIAkB32zdTtjpN3k7zf6/0/VIifGaDTC5/MhOzsbmqah\nu7sbJ06cwKJFiyQENhqNMjJarYyMjo5K5WVychKXL1+Gw+GQnh2C2VyUsY1EIkhNTcXWrVuRk5OT\nFMnQIHATc4MfPHgQ//zP/4xnn31WJEapTsk0k4oDPPRsajWbzdLaAczwPdjawXHWxM/a29vR0dGB\nLVu2SJPjCy+8AIvFguXLl2Pu3LlwOBxJjbT79u1Ddna2AM9lH+nsVFdXSyTp9XqTtJOItbGjOz8/\nH42Njdi4cSNSUlJQXl4umAxFxnp6epCeno6ioiIUFBRgaGhIDEMgEEia1sKBlt3d3TLny2azySFl\ndcloNGJ8fBxXr17Fnj178MEHH+DBBx/EU089hQULFkiaTnnVPXv2IB6PY926daitrZUUkM9ajTY5\nRDEajeKRRx5BS0sLUlJSxEC73W40NzcnpfY2mw3hcFiwuP7+fokAmZ4zQuWicoK66HSIi6lyNSxy\nUMLWbDZjcHAQ5eXlsNvtyM/PF66VumKxGOx2O3JycvDmm2/CarWirKxMoiR+/xutm3HFuG5njPSb\n/P1G//+pWr29vSgqKoLBYEgamtfa2opDhw5h165dH+sho4wpeR2UaZ07dy7cbjf27duHe+65BzU1\nNUkEQS5yPgKBAAoKCrBmzRqJPAYHB1FcXHxDmQVN0+B0OlFfX4+lS5di6dKlWLZsGaqrq5PGEBOn\noPIk5U1UtrUqqsZULSsrSyIqRjbszubo5WPHjgkmMzY2htOnT6OmpkaGCzLKCQaDuHLlCkpLS1FQ\nUJA0DogtNur94LWz67uwsBC7du0SuYyxsTHY7XaJgFilYUrNallmZiYOHTqEnp4ezJs3Dy6XC83N\nzRgaGkJVVRWKi4sRjUZFAKyzsxP5+fmSPsbjceTl5WHnzp2Ix+NYunSpVCAJEFssFjgcDmzatAkO\nhwORSEQqVePj46IAwP9S4fAnP/kJzp49i+3btyM3NxcWiwWf+9zn8OCDDyISiYgjCIVCkq5yXBJp\nFLxPjCgpkgdAGPR0YCr2BSSasVkoAGYqiezNo9O9fv06UlNTsWnTJtjtdsHYmMKxcEMhupaWFiHy\nsiWEJF7K9XL/qqTdm63bGaMKTdN+g0QUxL/jo/8vv83vfqIX9XZoMNhHVl5ejj/8wz9EfX29WHp6\nUHpVXU9MdP3mN78JXZ+Zv7Zx40bMnTsXQLL4uAoEs9xPeQpN0xAOhyU9Uxc3l8mUmBJaUVGBoqIi\n+Hw+zJ07FxaLBf39/dJi0tbWhsbGRmnazM7OlnBeDZtZ0qZUhCqfwfHaZD/v3bsXv/vd76BpGubO\nnSti/fPnz08a7Ldr1y7BoFQeD7k5KSkp0iqgfk/ibSw703P7fD7pLmcfVUpKCnJzc9HW1gav1wuT\nyYSHH35YprFarVYUFhYK+FpcXIwnnnhCSJysKhGX2rRpk4DTGRkZyMzMRE5ODjIzM1FZWYlgMChD\nFWkQbDabaAJRm5oSwMTZ2C7Caz9z5gxGRkZw+PBhNDU1CYmUdA4aZQ4dyMzMhM/nw8TEhHCXVG6a\n2WyGx+PB9PS0RPTBYBB79uxBQ0MDGhsbP0bE5QqFQujq6kI0GkVmZiacTqcYnCVLliAWiwk0Mbvo\nwb3K13Nzc2G326UZmA6Hv6OmkrNJwzdatzNG9yt///6sf5v9/5+qxRQGgHBY2Ml88eJFqVwRR+KU\nCN5Q/q7ZbJZpq8zJp6cTus35+flJbGhOUiX3h0zhjIwMRCIRDAwMSJWDVQhGL0ajEcXFxaLlQxCS\nhoXvw004Z84c6YMiYMufbW9vh8vlkpRQJX5y86SlpWFwcBCdnZ0IhUJYuXIldu/ejfr6ekSjUeGh\nsO2F2Fh3dzdOnz6N7OxsSYEsFovcb3J4+PrsNhz1+1qtVjgcDoyNjSEej8PpdCIvL08wrcLCQtTX\n10vf1he/+EXpwld5TrzfrCJOTEygrKxMDCd7sMj3crlcaGtrAwBRAFVJsTTCvO8Ewsnl4XclDkNj\n09bWhtbWVtTW1iZ9TxrnzMxMZGRkYGJiQtjRlCFhnx33I2EGOtOxsTHs2bMH27ZtQ0NDww0xGoPB\ngNHRUTz//PM4e/YssrOz8U//9E/Ss8iUOxQKJQm/hcNhkcZhSwmjVBUjovwxzwU7/Ikn/i/xjHRd\nP8y/a5qW99FrIzf/jU/P4iYCIHR/IJGerFu3LqmkfaMpCgT+KOfAPijyjQYGBpKIY8QUSAxjeM9S\nvMvlwqVLl6SFRO0VYpmeERoBSJPJJBrHAESChB6a7x8MBuX7sTmSkrZMJwGIDg4xBJfLhYULF8ro\n5QULFsDhcKCrK1FU5UZk28fU1BT6+/slRaQ6JlsQsrKyRFIFSGBXxHwKCwuT+v8ACPOZaUBWVhaM\nRiMWLlyI6upqFBYWIi8vT8TkWIXkYeH/U+2QAmi5ubnIz8/H2NiYUDMmJibQ29sr0e+1a9dkZDgn\n0PI5Mn3jc3C5XIILcewQ9xWjGXKXVEkQRpK8/9QBUqWBuSc5B49ctdlTgjMzM3Hvvfdi2bJlSEtL\nEwOoknnZ2Do4OCg8J16n2vpEQ8fKKitmaqRE+dpYLHZDgjBTvOHhYbz44ouSKt/yTN7qH7XE6fsr\nAF8FYPjopRiAf9B1/f+85Tt/ChZTCGrWAAnwMCsrS6KF8fFxuFwu8VAAhNxF9jb7fIAZXRcV/zGb\nzdKvRQ8CQEquZG4XFxdjenpaZG7V6hwF0ch2BmaqF2qbCl8HEv1zbW1tKC4ulrYOMoap7KfrCa0e\nkijfffddNDU1oaysDGlpafjiF7+IJ598UjY/3yMQCGBsbAwul0vCcaPRiObmZixcuFCiQF4bNahD\noRDS0tJgs9lw/vx5/PznP8fk5CS+8Y1voLCwUA6q2nRJhcZoNIqCggK57wRliYEx8lPTUR7CtrY2\n/P73v8ejjz6KxYsXIxaL4eTJk6irqxNRtoGBAdhsNqmeHTlyRO6L2+0W/hLvMQ0P00AWC3g/wuEw\nioqK8Hd/93fwer0oLi4WUFpd5DxduXJFFEh52PncaWCZ4pvNZni9Xqm0WSwWPPDAA0mC/H6/Hz09\nPUhNTRXtp6ysLNTV1WF0dBR2u12metDhMVJjFBSLxeR8kGowNTUFi8UiPDviXSyacOm6jqGhIbzx\nxhvQNA3r1q275Xm8XZr2RwBWAVhCjpGmaRUA/knTtD/Sdf2Ht/n9T+xiagFAeCQEH6empnD27FkU\nFBTA7/cjKytLgFNuwh/96EdYvnw5SkpKxFPSG7NMTvCTglVkHjOE9vl8CAaDUqXjDHR669kYEkv4\nXHxv1RBxyB8jKrV6BSSiGHXDAMCxY8eQl5eHhoYGuFwuwTw0TUtqggUgBtFqtUqLAtOvWCwmkUVb\nW5tMT+W1TE5O4uDBg9B1HVu2bEFhYSE2btwoFRq32y3cHfJl1CZm6jZxdNHo6ChKSkqEhqD260Wj\nUfHgNA7Dw8NwOp0AIEJuTKMByHO2WCzo6OjAgQMH8OCDD8LtdqOwsBBOpzNJiTMUCkmKzXtgNptx\n/vx5VFdXS9pCYqPaaMuoCEhEiJ2dndIeEggEJGXu7+9HamqqCKGZTCZRc+S4KRpmTkDhs/L5fLh2\n7RpWrFiBWCyGvr4+tLW1YdGiRdi8ebPgcLquJ2l7Ez+kcXrvvfcQj8fR3Nws0Sn30sTEhNAZSHHg\nPqHzqaysRHFxcZLE8Y3W7YzRZwHcreu6TF/Tdb1T07THAbwJ4FNtjJgfB4NBvPvuu6ivr5cKhd1u\nl6kVHDVNXMntdmPv3r2wWCxwuVzSJwbM6CFTnoShNg0fN8709DT6+voE8FQbUZlaMHIDkCQ1ynWz\n6gS1izUtMTOezF5u1Nl4QjQalaoIPX9bW1vS4VN/VtM02Gw2GS7ARaN4/fp1vPDCC9i+fTvmzZuH\nlJQUAdnNZrNIyVZWVmLz5s3yXThimakCe+HIA7PZbKioqEBpaamkMiSMsuVlfHwc3d3dGBgYQFVV\nlUj51tbWYtGiRXJvCwsLsWHDBphMJvT29iInJweVlZXSeR8MBrFw4UIEAgH09fXB4XBIRU097IyK\n1WIH0x+10sk0crZGNZBInU+ePIndu3cjNTUVvb29QocoKCiQaJogNts8GIlx0ZjQ0NlsNtx1111I\nT09HIBDAnj17cPXqVWzbtg2NjY0S8QP42NRZGul33nkH3/3ud6HrOp5+vXegdQAAIABJREFU+mns\n2LFD9gBn9vX09CTtbyCR+vX09ODUqVN48sknkZOTg9zcXHzpS1+64Z4FAO1W5TZN0y7out7w3/23\nT/rSNE2nwp+uJ6Rmz5w5g9raWgmJXS6XzBlzOBxJKdXIyAheeuklbNmyRUrOKgaQkpIiBEXSBzRN\nk6oIy+gUz6fHY5RBYJLlVa7JyUlhhbN8rFbtxsbGcPz4cWzdulU2BY0X35vTWplWGQwG9PX1SagP\nJLqsDx48iNWrV6OiokJCcm58SrBytDUA8ayxWAydnZ04e/YsVq1alSTRajQa0dfXJ4B/Xl6e9Fxx\nqYeVeBErbeFwGKOjo9IfxghSrcB9+OGHaGhogMGQGMD461//GgaDAQ888AB6enpQV1eXdM3kG42M\njODtt99GdnY2Nm7ciOHhYXR2duLf//3f0d7eDrvdjkceeQTz5s3DvHnzhKfDtJCyJGxmZVTKZ08Q\nnNgPnwHTco/HI3P5mBYx9aQxJobm9/vhcDjk+tX763a7kwyfyWTCuXPn8O677+K1115DJBJBSUkJ\nHnvsMdx3330CB3x0LmTPMMX1er04cOAAhoeHsXr1ajQ0NAhcQWOrGml+dzUDIFalaRp7825YVrtd\nZHQr+PvW0Pj/hqVpmgGJht1eXdfv0zTt75AQeIsA6ADwBV3XA5qmrQXweV3Xv3Cz9zp48CDKy8tR\nUlKC8fFxFBUVyQTY9PR0bNu2TRoHmVN/dA3IysrCY489Jh3V4+Pj6O3tFXYxw1ajMaGJnZ6eLtwf\ns9kMu90uY44IvgIQVjDbDogVARD8hRucUQ4lQtgKUVpaKlgSvRuv48SJE+ju7sbWrVtl2kQoFJLU\nZXJyEh6PB+fOnUNWVha6urowMTGBhQsXitfk5qMcrjr6hhFfaWmpMJtZUQEShp8s6UgkIiG/rs+o\nahIroecHIA3MPDTENVjNInDc2dmJ/fv3IycnB1VVVXA4HCK7YTKZhIyqGnjiHAMDAzhx4gScTidW\nrVqFzs5OvPrqq7hw4QKAhKH/8Y9/jE2bNqGiokKmjgAz9ARe89WrV3Ho0CH5fKfTKeRNGpD+/n6Z\n2GEwGKQHTd1vrG4xmqMBJGVj9pqYmEAgEEBWVpZMumVLyqVLlySNJGOeBQ61U+D8+fMoKCgQwN5m\ns2H9+vXiRMlsJxNcfZ14IAs7dHBqg/mt1u2M0QJN026kbqUBuPGkt/+962sALgJgj8abAP4PXden\nNU37LhKqlFSmvCXDilT+cDgsMqxGoxHr1q2DwWAQdja9+U9/+lNs3LgRy5Ytg9lsRk5ODqampqRk\nDEDCe8pmMKKiVhH5NKFQCK+88gpWr14tLGrVO6mpGL0kjZQ6hnh2qdRqtaKmpkaMADDj5S5cuIAf\n/OAHMBqNaGhowIIFC4TSwIoOmeBOpxPhcBgvvvgiiouLpZeMRjAzMxMrV66UtCoajcr7MG0iuMqo\nUW3+VJnsqvxJPB7HwMAAvF6vjMrmIrM8IyNDRluzPYfpXEFBAe666y50dHTAaDQiLy8PlZWVSeOG\nVKZwIBDAwMAA0tPTkZeXh89//vMwGBKaQBcvXsR7770nz5bExyNHjmDHjh0C4vLQ8/5NT09j7969\nOHjwIAwGAwYGBrBz506Mjo4iEAhgwYIFogTKe6SO86FhYLQ1MjIiSqNqKhQIBMSgM3WjMwQSmNgv\nfvEL2Gw2zJ8/H06nEx0dHcKlmzt3Lux2e1KXAKPaQCCApUuXCoDOFM7pdArOpjpnPoOuri4UFxcj\nJSUFV65ckQoajdH/Um+aruu3byj5/2hpmlYMYCuA/wvAHwOAruu/V37kBIAHP/r7FICPt3grq7i4\nWEh/5KVwU8/6XOTl5WHRokXIzc0VPSGbzZY0y4q6xNTgoWyrqqmdnp4ufV5sYiRAC0AG46mpM1s9\nVGPFChtxIY6K5iZWAW3KOAAJjzsxMYGRkRH5GZU6oGmJTuv6+nocO3YMqampEsazTE2mNA8iwebZ\n1xQKhcQoLF68OOk70UDyHjBdeeedd/Dcc8/B4/GgpaUFP/7xj0U5ce/evSgvL0dVVRWsVisWLVok\nUQPpCRUVFTAYDDh9+jTy8vIQi8WEFEgjz1TC7/dD13X09/fLpBB21PO67Ha7tM7QEHBiCNPkUCiE\nS5cuSTMwm6V5vwnkMuooKiqC1WoVLW5GeUzhycuhQ2R6zLHoFOa/dOkSotGo9MwRhGd/ICf9dnZ2\nQtM0/PEf/zEefvhhGI1GVFZWyuBLGhav14t9+/bhhRdewOLFi5GdnY3s7GyhoZDsa7fbsXTpUin7\ncx+ZTCb4/X6kpqaivr4egUAAXV1doghJnt6t1qdpOsgPAXwTQMZN/v0PAOwBAF3X3wPw3q3ejFUT\nboDZEQi9BR/WPffcIzcVgEQ6LFvT+5eUlAjAB8yoOhITslqtKC8vx5NPPgkAElnxGlQsAUiOHIhL\n0IDx9yjDQVD+o3sgxiEUCqGkpAQbNmzA2NjYx+Q/Cf5y2e12rF+/Hvn5+VLepcfmPVE5LJwSAiRA\nZpPJhDfeeAOHDh1Cbm4ucnNzUVlZKWkctbvHx8dRWloqRsJisSA7O1sAdY6czs7OxtatW5GZmSkN\nwOwcZ8GAvKqioiKJvigVorYqqAUB9liNjIzA5XIhPT0dY2NjAm5PT0/j8OHD6O/vl7aftWvXIj8/\nX+a2+Xw+nDt3TtJVo9GIbdu2IRpNDN1cv349ampqhD3e398vGlIOh0MIhiolgZXAcDiMt99+G7W1\ntRgcHBSFRYvFIlN2ySujMaJDohNrbGzEmjVrUFhYKMoG6nMkfgcAPT09CIfD6Ovrw5UrVzAxMYEd\nO3ZIOk2JEO43Vv0oXrdp0yaJnjdt2oQjR47g9ddfx9atWz/GIbvR+lQYI03T7gHg1nX9rKZp6zCr\nSVfTtL8AENV1/df/1fdkD00sFsPg4CB0XUd3dzeysrJQW1srN25gYABDQ0NYunSppHL0NkVFRdA/\nkptg7q3ryXOriLPw85i2pKenC+ZEANZoNMrG4qZiXg/MNM2y0sbrYfVOjT5ojKLRKE6fPo3W1lY8\n8cQTUhoGEoqPaWlp4n3V1Mlms6GlpQXnzp0T0FxVTOTUVf5+f3+/CLvl5OSgv78fAwMD4unZHEyJ\nFtIpaASi0SjKy8vx1a9+FR0dHZg3bx66urpQUFAAh8OBOXPmSE8WI1KLxZLEcwEgFU6WrCcmJjAw\nMIBAIICGhgYpY7NnjoxpkiVzc3NhMCRE6Bi1EUu69957UVJSgoyMDAwODmJqagq1tbUSsZCN3tzc\njIaGBuGqUSuopqYGvb290DRN6BeBQOBjE4gJsJPbMz4+LqV5tlusWrVKDLjP58OBAwdQW1uL+vp6\npKWlITMzE9/5zncQCAREHI7PVq2YcWYeo0232401a9YgKysL//Ef/yHfRa20qdyxG0kD04EXFhaK\n/peK091sfSqMEYCVAO7TNG0rEtrbdk3TfqHr+uc0Tfs8Eunbhv/OG27dulVu6oIFC7B7924UFBSI\nEaJHJWBLLonRaERPT48whplqqVEJf05tlqXn5sNjtYHRFb0iU0e2NcxeNKDBYBC9vb3SWuDz+T5G\nwLRarUhNTYXJZBJPTGyHZenZ4mrqptO0RD8aPaLapMp7xE1ZX18v7Q26ruNv/uZv8K1vfQvd3d3S\nOEyco6GhQcBUfpbFYpHZZ6tWrZKIkEaPaeRs4icNDvk2jOLUe8rPYdrS1NQk/WwVFRVyGPl+jOCM\nRiPWr18vuA5Ji5qmiXSG0WgUIDsYDEpBgEab01c8Ho98Dv+N/Cqfz5fUfsFoyW6349FHH4Xb7cY3\nvvENNDc3yyAEDkOIx+MYHh7G22+/DY/Hg3g8LnhQWVmZ9E2SvU/JXxpaRnCpqalYsWKF6CoFAgFk\nZ2djcHAQtbW1kkXw+Y+NjUmvJTlJ7DIgaF5cXIyf/exn+B//43/8l87kLUv7n8T1UaXsGx9V07YA\n+L8BrNF13fPfeA/d5/NJ5BCPJ9QWmd+qzYtqY+fk5KQoGKqgLfEUdpGzBM6DSe4MAUHiFwyZmZZx\noojaH0Z8RU3lIpEIhoaG8OKLL+KZZ55BRkYGRkdHMTExIaAoeR2c6JGamprUJsDvNT09nUQMVNO7\nj+5V0jXPjtZI7FQ3pIolsMRNjSWv1yuTOlRDz6Zh/gmHw2hvbxcmOwH0cDgs7TsklvI5MkIMBALI\ny8sTB0Fg9qWXXsLhw4fxyCOPJI2fZtTH50yjxoonpW/p6Vnt5GcPDw+L1Kuq+kgsKC0tDSdOnMAr\nr7yCmpoaPPzww5Jeffjhhzhy5Ai+9a1viUwK03W2Bfl8PrS2tiInJ0eUL8PhsMjOxmIxtLe3o6Cg\nIKnAQYPFIQFWqxW5ubnS28e9S6IuACk+WK1WDAwMyPinWCyGOXPmwGAwwO/344MPPsDg4CDWr18P\nl8slz0jXdcFFi4qKkuSVLRYLFT//p0r7n/T1D0jocR/8aPOf0HX9D/87b8BNrebCwMw8em7ogYEB\nXL9+XYBKPkzyMc6cOYO5c+cmjQ9Se8RYeeP0Th5YGkLqH7O1gBEBIwRS+q9du4aysjIcPXoUc+bM\nEcBd13UcOHAABw4cwOLFi3HfffeJkmROTg6CwaAA3bM3LIAko6fiR6oRUo0MFw2TSvokfsTGXRL/\nmI7wEIyNjck94TUQ0H3zzTcRDAZRVVUl18jGX6a3PETxeBwjIyNCVH3ttdfwwAMPyOBLs9mMsrIy\n3H///SLfQowlFosJ9YJRFb9TVlYWxsfHZdLHxMSElMTJ+qbRYosLJUlUfaqpqSlcvnwZZ86ckaiI\nGAqNHKkBLBIQ8CUzf/Xq1XLvJyYm5Htz79bV1cHj8cj9ZgpHB+NyucT4k/NEZr3aB2c2m0XqpbKy\nUsDzgYEB5Ofnw2azwe124+c//zmuXbuG+vp6ZGRkSJrKwkZVVZU4Kj5T9jTebH3qIqP/N5amabrf\n7xechyCzKlL20c9henoavb29+N73vofjx49jy5YtePbZZ4V0R8/k8XjgdDrFw6saQ4yCVLCS/CB6\nZ+JEKoeG18BoY3x8HKOjo7BYElNUbTYbSktLEQgE8MILL+A3v/mNYCfV1dX48pe/jObmZgmr09PT\nhag4PZ0Y2UxmMZAwHmraRoPMg0IJDnpkLo6pZgma3Cr+Lg+62nDsdruFb1NRUQFN0zA2NiYzxfr7\n+8UYUQI4FovJPSAwrmkaent78fLLL+Oxxx6TClRmZmbS5NqUlBT4/X5prygsLBR9KToW0jCo2UMh\nt/z8fDEeVKBk9XR0dBRtbW1YuHChGFUWGZgekgfl9XoRi8VQVFQkToTRMiuTXV1dOHz4MPx+P7Zs\n2SLCa4yuqQXOSJd8tHA4DL/fLwadc9sINahVWBY7uNdILlWdTXp6OiYnJ3HlyhWRfiHOGYvFcOHC\nBZw+fRr33HMPioqKBH7g9XAxYp6ampKo9P+vkdH/9CJbmJo5qlIfN+/k5CSuXr2K999/X0r57EQn\nq5QPtuwjSYrZkQXTvnPnzqGsrEwiHI/HIx3nTDvOnDmDoqIiOBwOBAIB+TN37lzBbBj+U+OZwxJn\nDwMg8YyD9RhN0CBwAwPA+++/j1gshvXr10tn/cjICN5//33Mnz8f9fX1SfeMXhWApHCMIg0GA3Jy\ncqSiqNIS1CojU0OWmEkUJShNoHZqagp+v19aP4AZyRMa+NbWVvT29mJqakq4SbMjOCBxUCoqKuR+\nMT1TU+Pu7m7k5OTAarWira0NWVlZUvFjxZXDF1gJnTdvnvSo0fjSCHGPmEwmOJ1OnD9/PqlQEIvF\nJOo6e/YsXnvtNZw/f14iLvJ73nrrLeTm5uLq1asYGBhATU0Ndu/enQQMDw8P48iRI8jKysJ9990n\nz5r3nZ+r9jOq1TViWnxPo9EoEQ4jZ3LbKPyvNpCri5/JzMBsNmPZsmW3PJN3rDEKBoO4dOkS3G43\nPvOZz8gDUKtauq4jLy8Pq1evRkZGBrZv345FixbJgUlNTYXX6xWu0c1WOBzGz372Mzz99NOoqKgQ\nzxsOh4XW393dje9///tYuXIlNm3ahOzsbHz44YcyMIDLZDKJ3g2NpsViQVlZGVwuF9xuN0wmE6qq\nqlBeXp7UN6ViPUajURoX586dC5vNJpFGOBzGvn37sH//fjz11FOCFRCn4MYOBAICiDIK4TWqB5Nt\nEmTj0gEwEiQtguxxv98Pi8WCvLy8JAIgjUFxcbF4bo/Hg7a2NkxPT6OkpCQpBeaKx+MIBAIIhUKC\n5/AZq4fZ4XCgvr5eigSrV6+WSILfiQfL6/XirbfeEpmVYDCI7u5uOBwOmZhBo00nQSNP1v3Q0JBM\n0C0pKUFhYSFCoZD007W3t2NwcBAWiwX/+Z//KX1glGrZsGED7Ha7RK5k91PgT62SEr9Siy7kNhmN\nRni93qQ0i4ZU5aGxUhwKhSRCVwse3GPENdnBwN9XCw83WnesMeJoHXaVAzOEwng8LhsvPT0dra2t\neOutt/Dss88mSUV4PB5cu3ZNNgAB6KysLMnBqT3zp3/6pwLwmUwmmS3Fzzt37hwuXbokAO+WLVuw\nfv36pLlj8XgcJ0+exL59+zA9PY2Wlhbs2rULkUgEK1asQDAYxKlTp7B8+XJs3rxZxgPNjhJYhWGZ\nt6amJqlsm56eji1btqCgoEDkQjweDyYmJjB//nyZ98UOeU4KLS0tTQLB1XvN9JeVOIb7PCg06qxW\nxeNxnD59Gg6HQ6gWausBWxHmzJmDxx57TFppmO4ylejp6cGaNWuQm5sr35FpEZCY8BKLxaQax4iN\nWFsoFEI4HMbw8LC0SBAnLC0tRXd3NxobGz8WAdIIpaWlyTMMBoNobm5Gfn6+pC9k6pODtmHDBun9\na2xslFRsy5YtiMViOHr0KNrb25GRkSHpI8dVz5s3D0VFRR8rpav4JCNlta+RzuXYsWNoampCbW2t\n3EfyyRj9OBwO9PX14bXXXsOGDRswZ86cGzZfW61WUalQ21xute5YY2Q0GtHS0iLeQz2wZ86ckdLk\nnDlzkJqaitWrVycp7bFZlUxdekIyc4lD+f1+WK1W5OfnY3R0FJ2dnSj7SCtIDf1LSkqwbds2VFdX\nY+HChdLpTl4SPc6ZM2dw9OhRRCIRrFy5EuFwGKmpqSgpKcH27dvR3NyMyspK2Gw2KferQ/gYZVB+\ntaqqKmkmPEHi8vJyuFwuwbZoSAEIyZMHkI2kxKOoPMAqGytd1I4iEVMVnqPXJMBKLIXvo3K4OJ2E\n94UMelXqxGAw4Nq1azh58iRaWlqErT0+Pi6GyGg0SqQUCAQkMiBLG4CMGbp+/bqIzmlaQlqluLgY\n7e3tiMcTcrRVVVWSSjISZOULSFAhnE6nGEuKjRFny8vLw/333w+r1YpQKCSjqzMzM/Hwww9LZLp/\n/340NTWJ4VSjQe5FVkEpMKfrOjo7OxGPx2X4pMptSk9Px7p168QAscLr9/tx7tw5lJeXi4wJNcaN\nRqNgg6zM8r4CN8aPbrXuWGMEQKpNKqM3FArhO9/5Dnp7e3H33Xfj2WefxYoVK7Bo0SLJf4GZkjWn\nf+q6LgBpTU2NgIcUQ7darXjppZfwzjvv4C/+4i/Q1NQkHsXj8aCgoADf/e53payr5vTATI/atm3b\n4PF40N/fj7vuugs2m02iOOozm0wmdHV1oa+vD0NDQ9i4cSMKCwulykMhLBL8uGg8uJnIkZmdgvJ9\nGPavXr0aoVAoqenXZDJhaGgIAwMDQjZUQWwSDon70KDwflksFlRXVyM3Nxdmsxnd3d0wGo1wOp0f\nA/nZEjI2NialbJPJlCQSFwwGpamZEZZqYNV7DcxgTjyU7DvjPRofH8e1a9fQ19eH06dPY/HixUhL\nS8Pk5KQUEXitTNHUz+P3pkYVW0l0XZfpKIODg3jnnXfgcrlQWVkpvKZIJILHH39crnW2EaZhUFOo\n69ev47nnnsPk5CSeffZZLF26NOm7a5omqTYNN6Mj0gkyMzMltVPF9oGZ6iCLHrwepnvAjGLqzdYd\na4xo7dnMySoSGb6apuHChQsYGRlBQUFBEqmRRosVM03TMDo6iuPHj+O3v/2tDOWLxWJobW3F1NQU\nFixYgLKyMuzcuRM1NTUIh8MIhUKixrd06VL5DEYOJKcBEDDQ6XTiscceQ1tbm2wYbioyvEdGRvD7\n3/8e77//PlwuF5YuXSpd5uxhAyA0f0Ygai8UQVqmAIxCZvcX8bqYvui6LkzkvLw85OXlyQEhQVHt\nBQwEAjJUYHh4GJcvXxbBehpCzpAvLCyUdhGVnsDDSOPOA1L20QgdHkpO3qARY9Tp9Xpl1pmaOk9P\nT+PixYuw2Wyora0VRUbe79dffx2/+c1vcPbsWeTl5aGwsBBHjx7Fyy+/jKqqKnzjG99AXl6eOCq2\np/B+sVpLBn4kEhHB+5ycHBQVFWHHjh2SdhmNRmzatAlz586V7nggceCPHz+O+fPno6SkBNPT02J8\nWUQgxulyuTBnzhy5B2xV0jRNOFcq34sTW4LBoPTxEaYgwK5yidR0le8/NjYGm80m7UM3W3esMfrH\nf/xHPP3001i2bFlSvss56idPnhRdI24aGp5oNIorV65g//79WLBgAdatWwefz4fc3Fxs3boVAwMD\n+PWvfy3l1vz8fKxatQp33XWXGCC/3w+z2SyVuPT0dPT09IhSojp6W9dnZqKbTCbZcFwq3jM9PY2M\njAw0NDTgypUrWLJkiVTIVO0bdcAfjbDJZJLXybkhp4Xvr4p38XXqdpMnw3I5GeQMz6enp9He3o7p\n6WnBWVJSUjB37lwBS4uLi2Gz2QTLo0jdunXrMDExga6uLvj9fjQ1NQnXx2AwSCVOBWj5meRrMSIC\nIDhQUVGRGJ7Z6Ul7ezt+/vOfY/fu3WhoaJB7RBoCAOGNMXI9cuQIbDabTGKlcaGxpgPj9cRiMXz4\n4YdwOp0i/cHmXD4ntQpGNUq1x+7NN9/E22+/jYyMDGRlZcFkMkmVlj+TmZmJp556SiaHcP+oMrmc\nVqLy22jMSe0Ih8MSudMhsxJKxr/KmKdjDwQCMuTgZuuONUbDw8PiXbkpgMTm5TRR9vgAkOhhbGxM\nNtCvfvUrpKWlYe3atSgvL0dBQQEsFgtef/11vPvuu4jH46KVwwM/PDwMm80m+JPFYkFubq5M9+Rh\nYBRDYh9xBSCRAtXW1grfZGpqSiZSEDdYuXIllixZAk3T0N/fj/b2dqxYsSJJ9AqAeFAaQBrLiooK\nGd/E9MBkMgl4rSoMMt1TgdKRkREhHHKdPHkSf/u3f4tIJIK///u/R0VFhVSn6JWJoxBn8Xq9Ut7m\ntJUrV67g+vXrYggMBgO6urpkKgYjBhorLn7vcDiM48eP46WXXsIXv/hFLFq0SPSG6NUzMzOxePFi\n0bliusEm3qKiIqxdu1YIgy6XC2lpaWhsbERFRQUWL14Mo9EoYmNM1VhJJJsfAM6ePYvGxkY4nU6R\nIuGeAyD7VCUzMmX0er1C+CRTmqRGtZxvMpkwb968pGIC0yf1M2ZraxFPtFgsYuAYVfH+k2bBfWIw\nGAS8Pn36NMbHx9HQ0IDmZnUg9cfXHWuMvv/976OqqioJZwAggwMvXbqEhoZkIUt6ELPZjI0bNyI/\nPx9z584VIDYjI0PSPPJXgMQm6u3tRV1dHfLy8iT6IEg7Pj4uYGUwGBSJCnpTlsmJDwEQowPMtJ2o\nfVV8HQBKSkpQVlYGt9uNo0ePYtOmTcKrotGbnJwUpu2aNWskTaK3oxHiNdDQMoLz+/0yBZV0BVUs\nPxwO48MPP8TIyIiwcYuKisTLEudglMU0ZLZGc3p6OlavXi1tOTRk1JjmYeBnqooDTDPpFEjioxFN\nSUmRTnRiImxHUad8cB/cddddWPfRJBmm108//bSk8ep7MpKkGkFXVxdSUlJQVVWFzZs3Cw2AWBwp\nHHwPtbRO58k5a9u3b4fRaEyiQnCPcC+ojbJUgOQ9Vom+vHdMq2b3+qlpGKuPqtGnGgOjM05aLi8v\nF+N7s3XHGiPKaExPT+N3v/sdfD4flixZgqqqKvj9fpw5cwanT5/G448/jjlz5kgKwn4fCrSrD4Ld\n4yUlJdi1axeuXr2Kjo4OOBwO5OTkYGBgAJmZmbDZbBgYGEBvby+uXbuGzZs3Cy5AzhLL1NFoFOfP\nn4fD4RDhLC5WfVRFSmCG1MZNS82mgoIC1NfXS1To9XoxZ84c2cC5ubmYM2eOhOCsHNH7MWKjcgAw\nwyEZGBiApiVkRZl+8lAwbN+4caOkmjU1NUnSucRNmBqyYsaIgmmy1WpFWlqa9I0ZjTNz2Xg9swmH\nbPeYmpqSSGrp0qUoLy9HYWEhgJkUl1gZvxfvH0F/FdhmCs1rYxRrMBikF4xGmXwwtp9EIhH4fD7h\ncEWjUZkg43a7UVdXJz8XDoclJVajJBJGCRobDAa5Ft7P0dFRHDt2DEuWLEFBQYFwntRUkeqXqizO\n5OQkfvOb36CkpASNjY2yxxixqo6J6RjJo6rRmjt3LmpqakRj/VbrjjVGXF6vF6FQCOvWrYPL5YLJ\nZMLFixexf/9+OJ1O3H///RK6quODWDpVqwYE9JqamlBRUYFYLIahoSHJxTs6OuRg7927V/quDAaD\nKPplZWXJUEAao9HRURk3rfaAqWE4Dy5DeDZtRiIR8VTkxgSDQSm383BEo1Hk5OTIYePGIgeHUQk5\nOCqWMDExAbPZjPLycinL03vyOtPS0tDQ0IDy8nKEQiH5HS564nA4LNdOg8dxyvyOHo8HL7zwAqLR\nKP7oj/5I3ocgNEvKPOD8fEZeBoMBFRUVqK6ulsOoiscxHdE0TQiITFdV7enZYC2jl2AwKJVa/lGN\nWCwWw/LlywHMTPclRnXu3DmcO3cO9957L1paWmC326VvkSqibFshNnbq1Cmhc/Dz3W43cnNzYbPZ\nRJWTJEWDwSDcMcrg8A9xIIrw1dXViUYVOWXp6emi+EDHE4/HRX9o3hqFAAAgAElEQVSbqfbU1JQU\nSdQ9cbN1xxoj5rVZWVlYtWoVKisrASSMyvLly/H444/DZrOhvLxcPOpsJUUVKCXXIzMzU+bZc/OS\nN1L2UcvImTNncOLECQQCAdx///2IRqMyTdTj8WD//v3Ys2cPfvSjHwnhjQ2NwIwkBr08P5vlYxVk\nTklJEVCTOsU5OTkiQs9qomrcWFl57rnnMH/+fDz66KNJhpd4Be8BwevZpXFuPkZGxCvIT6FIHH+G\nHpY/x0NB1jfvc2pqKrZt2yYGk++jVjivXr0Ko9Eo8hezWyHoYBghqJVRHni2V7hcLhQXFyMajQpW\np0YAvH5+T5vNBrvdjnA4LAaW6TDpEGoxIR6P49KlSzh48CAuXLiAiYkJSSGJ8xgMCY3zoaEhXLhw\nAdFoFC0tLfD7/WKEef/NZjOOHTuGu+++WwoCNFI01lNTU+jo6JBCgdlsFipGSUkJIpEIWlpahBXP\nfXbq1CkMDg6ioaEBtbW10oup6zPz4wjCM9JklM09c7N1xxojcnM4BE9tEHU6nfiDP/iDpFI2PREA\n2bhqSZsbUN1kAIRdCyRC3PPnz2Pv3r0YHBxEX18fJicnsX37dlRWVmJwcFAkYRsaGjA1NSUtBmQI\nAzNYEMNrbnp6bLXyp3ZoX7lyBYFAQIS5cnJy4HA4xKCqBs5iseDee+9Ffn6+GBxGIPF4HIODgwgG\ng3LY1SiH16liWOTHUIuJE2hp4NkrpkY1vMf8rhwamJ6eLoadrTm6ruPgwYMIh8NYsmQJ9u7di76+\nPjzxxBNYvny5RDQ0evzOqgFNTU2VfREOh+HxeLB69Wopv7PNYWxsDHl5eZLS8T4TEKaRUtng6lij\nyclJ+RwgAWDv2bMHFy9elOf3/vvvIyUlRWgF1Ep69dVX8dvf/hYFBQWoqqpCYWGhREAqt2jt2rXI\ny8sTDJMOh0J5FHz7xS9+gcWLF6OlpQVjY2Myx48YGQDBsiYnJ7Fu3Tq89957uHLlCgwGg5A/jUYj\nXC5XUgrPpQ6RuNW6Y40R82u1LM78PxabGcHMjUWjov4cOTXcVGoHOJcaIXg8Hhw8eBCDg4MAEvrU\nBw4cgNFoxMMPP4x9+/bh+PHjsFgs+MlPfoKsrCzh3KjXwuiARo6v0TCqVARghrjHKbJsuGWpmeA0\nMYhIJAKr1YpVq1bJfVDBR4PBgLKyMgBIwmF4LawesfqjVnZY+UpPT0d1dXVS2kuHMD4+jv7+fsFT\nuInVe0u+DnGz4eFhmXGXlpaG9vZ2DA8Po6enB8uXL5e0KhQKCdBNw8aIjPQCdZoIW15oFJne8rur\nGAsrSGokCCQO89jYmDwfRiZWqxXj4+Mi76JWpCKRCLq6utDR0YHCwkJJ9dnrRyKixWLB4OAgotHE\nUEd+nqZpOHv2LHJyclBbWwtN0wRm4PWdOXMGv/vd71BcXCzPtKysTIoXeXl5SSx4KmRu3bpV0miv\n14sf/vCHKC8vx9NPPy3fUV2MIme3jMxed6wxogfioeVNvH79ulj9BQsWIC8vTzYPy5oE8aanp3Ht\n2jUhOFLEq6CgQH6ODOuRkRG8/vrr6OrqSvIQ/MwzZ87g1KlT6Onpkd42RjpM+4CZ+WTUQOZ7UGNJ\nxWK4qVNTU5GSkiJzypi+jY2N4fLlyzCbzSLjMZvWT2yMxmL2UiNHIGGMurq6MDk5CafTiezsbFy5\ncgUulwt5eXnyHrm5uUhNTRW5Ea7Ozk781V/9FTo6OvDII4/giSeeSMJsyHJmg2lWVhYMhoSg/D33\n3IPMzEzk5OTgL//yL6VvjGmlyWQSyRRGYtQAIq+GkdoHH3yA6elpLF++XKqVqtRIIBCQuXacrMsI\nWx0HDUAObiAQkKkyIyMjog+0YsUKjI6O4tVXX8XAwIC0Gq1ZswZNTU3CPzIYDNi5cycaGxtFrE7X\ndZSWln6MTe12u/Hyyy/jrrvuQklJiZBduY8HBweRnZ2Nf/iHfxDmNVnmNGakCVARgthaKBSSaNFu\nt2PhwoWora0V4iYNscfjwYULF1BfXy+G7VbrjjVG9LgMX1n6PXPmDH784x8jNTUVO3fuxI4dO6Rq\norKHWemg12H5mY2Dup6YpED9YnpUdZMCM9FOZWUlnn76afT29iI7OztJzlZtowgGgwLIcsOoWJZa\n+uUkC24uNpcySpiamsK7774LTdPgcrmEa6PqcJvNZgwPDwsfSr1/k5OTSYxs4la//OUv0dvbi23b\ntmHz5s1oa2uTSpumaWhubpYKEqNLNQLjAM2MjAxJfwig8zsPDw9D0xItDGazGfX19WhtbUUgEEBu\nbi7mzZsnbShUu7TZbHI/Y7EYvv3tb8NiseALX/hCEi5lNpsFN2Frx/T0tDwXgt0cwU0Dy3SYxosY\nidVqFaJiPB7HkSNHsH//fvw/7L15cJvndT76fCAIAiQAYuNOcBdJURRFSZRESaZ2L7Kd2JEd2XEc\nO3HTdJK6WX5Nmyb/JNPOTXvbtHGapLXjZpy0rmMn43hJYluOHFlLLC/aJWqhSZriTpBYiY0kwO/+\nAT+HLyDJzb3zuzO/RHlnNJYpEPjwLuc95znPeU5XVxf27t0Lp9OJTZs2ieZPMpnE5s2bsX37dvH0\nCHQ7HA6sWbMGx48fh9/vR1NTU1aWj/uAbYiCwaDgVOqzms1myW6qhoyXHvcAPWXKtLS3t+PQoUNY\ns2YNmpqaUFxcjL1790r29Pz583C5XCL+r+7h/2lct8boaoNcDbYUIkGR4DGBYjWdn8u9YHtkHvii\noiLBpaampjA0NITLly9ncTUqKipQVVWF+vp6rF+/Xm5G9bkoBEaeTmNjo2x2ejAEY2dmZrCwsCBi\n9rlsWhonk8mEW265RbSRAQhOMz09LYeHXoW6aRniqJuMZSSnTp3C6OgoKioqsGvXLvlM9XV81tza\nt/Lycnzyk5+E0WiUYkxyrYg9aJomlAR1JJNJzM7OIhgMYnJyEnV1dcLXutr3YNpcldWll9zU1CTh\nK2/5goICzMzMSOaT7HpmqFRJDq4t14fFtPwsILtDTWlpKTZt2iQXwI4dO6SVEdeZOE5+fj46OzuF\njKhygOi5HDhwAKdPn5aMqc1mk5CY/db4zCrGxT1AfIxZshdffBG33367eD01NTWCkRJGACDcMVIq\nOjs7s/hMHzSuW6VHv98vRalkPmtapgfZ9PQ0hoaGUF1djcbGRnkNF1IloKneAb0eHj56XcRPEokE\nent78eSTT+LcuXPiXXg8Hnz84x9HS0sLVqxYISlT9X0IoPKPw+EQg0evic/43nvv4eWXX8Zdd90F\nr9crBoOhCcsniOXQMGmaJt0ipqen4fF4xFt6f97EGHNw/zD1G4lE8MwzzyAcDmPlypXYunUrgsEg\nioqK5L1oYNSyAQ4KpzFjWFBQINQEpp4ZHgAZCkIgEMjCwKg19MADDwiZlKEUaQpGoxHHjh2DxWJB\nY2OjzLnalJPfi5hJKBTCG2+8gZUrV8Jut2NqagrV1dWSUWIzBbUeDlhK5xOPzMvLk1BfTXqQHsJk\ngYpPca6Jd9HAqRlJGpTx8XGcOHECBkOmGHrlypXiVXIvLS4uirJkZWWlFAOrNXM+nw8lJSWIxWLo\n6+uTzB5T9gz51GdkckJVsCSmtri4SCrBH5Ue1UF+CQ89F5aSpOXl5XJouMjEWoCldDWBT2Z2SFCj\nfAT/jZto2bJl6OrqEnCRmkrMotXU1MBut0thK70svifZwel0WtoJ0yBwI7ndbqmp48+BbPD18uXL\nSKfTaG9vz/LsdF3HW2+9hZ/97Gfo6enBvffeK5Ihao0Xh5qVooF+8MEHJVRdXFwUb5OGVCXuqalx\negFqlg2A3P5zc3OCdSwsLMDv9yMQCOCNN95AXV0dtmzZgng8junpaWH8hkIhFBYWSnpf9SL43Rle\nEVwmC5rSKST2+f1+RCIRyZ6yIFiVOFELm9V5MhgMmJmZwdjYmPSQA5Ykai0Wi8yLWkenGkZVlpgX\nET9DTQLU1NSgqqpKsqxsDz4/Pw+32y1rxgYUjz32GHp7e3H77bfjlltugcPhgKZpojrgcDikVZea\nRb5adoypfIb53BdqYe+1xnVrjICljBpvW95m7NJgsViENJd7i3MTME2qZtjULBcHS0MKCgqwfft2\nJJNJbN++HcCS+Fg4HIbRaJTuEwAEdFxcXJSwwm6349KlS5ibmxPMgK8lXWH79u0C1hLIZuxOg8Zb\ni2Eb5+P06dPo7+/HunXrssDl3Lnj62lo1S4fDJUI5vPAkjA5OzuLeDwuSoXMDtJjC4VCSKfT0riQ\nGSen0wmTyYRgMIhz587h8ccfx9DQEMxmM2699VZ87GMfw8aNG+UwM42uZuK4LkwQqOxpNZmhzk80\nGsWlS5eyMpsssuXIDc/U9c/Pz0dRUREqKyvFO1SxPRXzo6G52vupe1HFp+h5qNraLEvi2rKNNvcn\nL4fBwUGcO3cOt912W5aEDMNuAFKXRy8uHA7jkUceQTAYxFe/+lWUlpYilcpolHN/8AKisVeN89XG\ndWuMGB/T4wCWbjO73Z4lpaGSCVUWtDq4echSZj2TGivTw9J1HT09PVktXiYnJ3HkyBHceeedcDqd\nEt8bjUZRbCTmkUgkRLmQWRaGUPQg6I1x89Lg8P+pNMnDCEA8gz179mDdunXwer1X3H48qKxGZyqc\ngDS9D4vFgqqqKszPz4syI79DLBbDiy++iCNHjmDLli245ZZbZP6IZei6jqmpKQmD2Seura1NQOuW\nlhZ0dHRgamoKJSUlaG9vh9vtFjA6lUpl9Z6jZ0ePQ/VkgEzWi1wgzikvguLiYuzevVueX/UyeQkx\nm8Qwi2E6vRYC6LOzs2L0GBrFYjGR2lCNGJMsDBWpp8RSDCY0VC8qLy9PMm00npSCUYfRaER9fT3u\nv/9+bNiwAYODgzh48CB27NghcicML7kPeGmHQiHpnabyq8gfI6dMjSRUNYKrjevWGP3t3/4turq6\ncMcddwBYSoNz8IZSOTK5biazFLnGSc0epNNpJJNJRKNROBwOOBwOWCwW+Hw+8SiMRiNKS0uxffv2\nLDBQ5e9QvpYZK5aH8HblUDEBPrfqsdHwEExVNWgY41dWVqKmpibrvROJBCwWi7x3LrGSZSJq2EAM\npKqqSp6PsipvvPEG3nzzTRQVFeHDH/6w3JwMe0wmE9xut3hMzMTRk7VYLKivr8eDDz6IFStWoKys\nDK2trfIs9HTUeaHxBZbY8+raEYvh0HVd5F5qa2sBQDSi1awo3/fw4cOw2+3o7OzM0vsmnsYRi8Xg\n9/sRCoXQ0dGB4uJi8STy8/MxMTEhkrIqNskLhmuopt0ZrnPdBwcHEYvF0N7eLs9CbEmVDbHb7bjh\nhhuwbt06PPTQQ7h8+TI2bNgAh8Mh78f35GcTi7rpppuQl7fUxJL7mXNJkiX7v6nE2KuN69YY7du3\nD/n5+fjQhz4kG5UuL4Cs2B9YiskBiDehKjKqC0fAGliiEFDjmZrIly5dgt1ul0VjjK4uGEMhboTc\nOJ2bi4dOvYU1TRN+UmFh4RXthbg51N9RsalgMAiXyyUYAMMdt9str+fGVPlOqvdIYS4eJha5ms1m\n/OM//qN4TFNTU/KM6pwxtIrH44jFYrDZbMJgJnDa2NgIr9cr88FLQ6UnqPOnzmEucZTYmDq/vGzo\n/akHmnOs65lSi+eeew4f+tCHhPyodjQhvSMSieDll1/G0NCQzFV3d7eA61wDFiYzG6oqIExPTyMc\nDktolFumFI/H8e///u/SCXflypVZZET+XU0+FBUV4S//8i+zOGZ8Bo5YLJa1r7dv3y7PCiwVaqvl\nSGpo/EfS4zXGjh070NHRcUU2R92M6u3PBZyZmcG5c+dgt9tFP4ceRCAQgMlkEg8CyHhP7DqhZtWo\nHMgFmp2dxcTEBOrq6sQlV72xZDKZlb6/2sKq7F3iX+r3Y2qY3hIPCD8nt75M7SahqhHyYKubj39P\nJpMIBoOSlmYGkiAq8apoNCqiX6WlpXLw2Z6ptLQUmqYhFoshGAxienpalBZUUTUmFVS1SrWGLnct\n1UuFWBIHOUXEcAhUW61Wmc/FxUUpSzEYMnVo6XRGXO2OO+7AmjVrJLWd65EGg0GEQiG89NJLGB4e\nxuLiIoLBIEpLS6VTC5ABlsPhsGQfVeNBiRUaSHpGajGu2WzG17/+dYEc+D1o/NjMU/XeFhYWsG7d\nOnkNtZIKCgoEh+L8qhUAvHi4n9LpNM6ePQuTySSdVlQD90HjgxGlP+DxpS99CVu3bhUiWK5bH4/H\npZ2QWqczODiIb33rW/jJT36C6elpmWijcamfPfW0gSUDocbrxKLUUpSCggJUV1eLu81/Y2aHxZs8\nfOoGJT6lcmnUTCGzGwzxyIQlKzf3FtT1DCucnWH5M4q78XfUEgkAcriIDdDY8RkuXLiAmZkZzM7O\nYnx8HPv27YPf7xfjnUgkRLeb4Wt+fqbD6erVq7NIizQA/OzcUJXhUW7CQcXSGD7RyB49ehTf+c53\ncOTIkSw98GQyKSz5iYkJ8TjJhg+FQvD5fFi9ejVKS0vlAPIPDaTZbMYrr7wCn88nYenAwAD27dsn\n2S4gEwqyJlDNmvHC4LxfvHgRP/7xj/HEE0+ICB1f53Q6UVxcjFgshnfeeSdr7/NzOE9MHKifxap9\nGidmjnmZcI+p9Yyc39raWng8nis8tj8ao2sMGg7VTVeNEfEP8m542FlyAeCqYvVAdnjF9DCNkupJ\n8bUU0WKJBBeYm4WpafUP/41eDfkzKn9HFXBjrzU1q6GyrZnRIm7mdrulzoq1auyrpnpbLBGgYXS5\nXFk6zGfOnBGsZ2hoCKdOncLp06cRi8WwceNGAbaBzOGora3F8uXLZQ75h4aVm5tZOwCS+VTDRxrY\nwcHBLG8oN+xWiYC9vb147rnncPbs2Syvit7s9773Pezfv/+KZMDCwoKU1bBqnYNZLq6NumeI0/H3\nKAHD8J9rqF4gJpNJ1vrixYv46U9/ihMnTsjnkPTKcPjChQv4zne+g1AohOnpaRw/fhwnTpwQL1DT\nNBFb41DPAi+Xubk5SUZwbmjYVRKwwWBAeXm5sOhVzaT/aVy3YRrdc9XIXG3QzWVLoIaGBnz/+98X\nA6NudCCzGGx7w97rxJFU0FMdBLl5+3AjsLaNVfLslsrP4e9yUKdYDaMY05OVPTY2hsrKSiSTSSQS\nCdH0UVm3eXl5opyokgBz0+XJZBInT55EdXU1li1bBmCpMDgUCiEvLw8dHR2C81BQn2UUrO1SvZhc\nQiVvYNZ78TmIbalUCgDiNeXl5eHgwYM4evQoPvzhD2Pt2rWi36zuARUb3LhxIxYXF9Ha2iolHwzT\nSktLsXbtWtH2YQaJRdWdnZ1ZFxMJmiaTCSdOnEAwGMTq1auxY8cODA8P49ChQ1Is29DQkOXFsUli\nZWWlcJPWrl0rn0ep4O7ubiQSCWkRBWRS7gcPHkR1dTVWrVqFsrIy7NmzB7quY3h4GEePHsXk5CRK\nS0uFla3SN2jwzWazNFPIbQSq7i3OHQ0OvR8VT6WX+T8ZpOvWGKlcDnVSmUZVuTfA0gGwWq1oa2vL\n6iefSzp89tlnEQ6HcffddwPILtcggMqDzdQoU/4Gg0FuIS5eOp0WNiyHWkOk/ow3FbDEOlZDRoYW\nTGHzhmeam8+nkuhUxjQ5Q4FAAIcOHUJHR4fQCjhHuq7D6XQKphAIBLBv3z489dRTuOuuu3DvvfdK\nUSZ/N5dMqQ6GZgwlr/Y6YicARJCMJR0EgcnnUueLRkPTMiRIqkiqa8Z527lzpxhFrrnD4ZCLh54M\nMRdmu4aGhtDf349Vq1ahpqYGe/bsgdFoxKuvviopcJUUePjwYZw4cQJ33303PB6PlF6oVfsmkwk1\nNTW4++67YTBkpDzy8vJw8eJFPPvss/joRz8qPfSam5uhaRra2tqwbNkyUdKkVxcKhVBRUSFeGMNM\nFugCS6oWvJwHBgZQX1+PdDqjJhmNRlFbWys8Oa5TJBKRdSsvL//AM3ndGiMV9MtN2fNnBJIBXHEA\n1FBMvZl1XcfWrVuh67ooR6r4DjeqSuCrrq4W7IJEQACSdfP5fCLwHgwGcebMGZGgJeeEAKXKj5mc\nnEQ8Hpf2NAUFBcK7IdbEDUmSHMPH3FCQxpPzAyArk6V2q2ARKQ2Y3+/HW2+9haGhIczMzAiIarVa\ns9oxcV6ZZVOzlyRKMqxRM2QE9YlnAJnwsba2NssTYy0XMZzcds+RSASapqG2tlaMNiVHrFarZERJ\ndFXDNRouzi0A6TN2yy23YG5uDi6XC7Ozs6isrMTtt9+OdDqN8fFxqcEjJGC1WhGNRvHqq6/irrvu\nkrbdXFd6QalUStLqiURCnpdicKzn4yXHOSsrKxP8aXJyUgwHsUt2Wsn1ZHh5k1pCguxXv/pVhMNh\nPProo9IwU6V9MMGgNgC42rhujdG1wDRuWrJN1bIEVWmR9Tdqpo2Gpu59rR9+jkpGpDZzNBpFMBhE\nfX29vHZ4eBgLCwvwer3SkWJqagrj4+PYuHGj3Pz0foqKiuD3+8Wg0GBSzOvJJ59EbW0tiouLsWbN\nmqznUoeadg0EAujt7UVrayvKy8sxOzuL/Px82fRA5rCVlZWhtrY2K9ULAH19fXj55Zexe/durFix\nQrhLDzzwAGpra9HW1obp6Wkp5M3d8DQSxKvUEI7eHLvC0jg5HA4xUKqnypDGZDIJT0qlQ9ArI1ZG\nbIhZPMrP8jkcDgdKSkqy5oJZPV5KNEpkHQOAy+USr5I4itPpxM6dO2GxWNDS0gKj0ShC/SUlJWht\nbcXU1FSWR80DroL2iURC9uLCwgIaGxvx8Y9/XCrqAYjaJPczlSRp5NXIgLWUvGxVAi29SJ/PJwJs\nIyMjyMvLE5UArh+pCvSseLl90LjujZGu6wiHw7h06RIKCgrQ0dEBAKL5kkgk0NzcDACClzCM420M\nQAheExMTsFqtkk1Q+R38f4KryWQS4+PjMJlMGBsbw6FDh7By5UrU19eLcVm1ahWqqqpkM1utVixf\nvlzE7FmwqIrBkZdy6623wmq1YnJy8opDn9vWm//t6+vDU089hS984QtCrFRrt/i9aVx587Emz+Px\nYN26dVLAajabYbfb4XA4RBA+kUgIwU+lUgCQbCENDWkCxC/o3QDA+Pg4jh07hh07dmB0dBQOh0Mk\ndnnYIpEIZmZm4PF4MDIygrq6OpSUlEg6mpk0StiS97SwsIAVK1aIZwRkuqyo4DQvFzXzx++g0i9U\n79LlcgHI4EIlJSWw2+3yeipvkgmuaRpCoVAWaZRGIZ1OS4cR6hUBQGVlJSoqKmAwZIqwjcZMe6mp\nqSnROOc+pKcVCoVQXV0tkQDXmx6SOsbHx/Hss89i+/btqKioQG1tLT7+8Y8jlUqJ0iPPSS6E8EfP\n6H8Yi4uLOHHiBB599FFUV1fjX/7lX2TiiouLpWiQXk8oFAKwxNjmbTw/P4+jR4/im9/8JtasWYOH\nH35YOneqB54ey6233gqPxyM91fbv348DBw7AYDCgq6srq4pcFTPPJfBxI9OD4C1XXFyMzs5OmM1m\nNDc3y++n02kMDQ3B4/FcYQg0TcO6detQUlICj8cDo9EIp9OZJS8yPj6OAwcOYHR0FF1dXdi0aZOE\ndrquo6amBm63G6OjoxJakXtVVVUl9AAS/Ah2j4yMwO/3Y926dRIChUIhOVS9vb3weDxilBKJBMrK\nyuRGZko9Go3i7Nmz6Onpgd1uR11dnQDgJpNJen1x7endptNpEbYjVqLrOt5++20UFRWhs7NT2iMx\nrBkeHsbo6ChMJhNqa2tRXl6elebmuqjdb5PJJGw2mzDKVeE6Ggp6OwaDAe+++64Il3Hf8f1ZTpSf\nny+sdHYLUbO1RqMRbrdb1pH/peGpr6+XuSB2p/LIOFdABjrweDxwu92i6kCxt8nJSSmF4Vz9vxnX\nrTHi7UywlixUIDPx5FKocTIA4QfxD93zkZERhEIhbNu2De3t7SgrK5M6NWAJR3C73bjnnntgt9th\ns9mkcV91dTVuvvlmOJ1OnDlzBk1NTdJKmMArsxLEWWh8ZmdnkUwmpQ23CrzSk6ACZCQSwYkTJ9Dc\n3Ay73Z7lMREzoGAcMyk8CIlEAhcuXMBjjz0muM6mTZuyfl/XM/VQVVVV4uWoBZcMv1QDVlBQILgW\nlQoACOOavCez2YyysjL5nYKCAuzYsUO+Oy+RjRs34t1334XdbkdNTY0ImxHDATIh9zvvvAOfz4cd\nO3agr68P//Zv/4Ybb7wRO3bskPVfvnx51lzOz89jdHQUoVAITz31FI4ePQqr1YpPf/rT0r+Me4jG\nVj3gIyMj8Hq9QlyMRqMiybG4uCg9+wYGBiS0VKVuSKXQNE0kcZl84B5Ri38BiApoLqk1EAjg4MGD\nuOGGG5BIJBCNRoXVnUqlhBGvaZqoCzgcDnzqU5/Kwq/4+T6fDw6HQzwveloUtlON8tXGdWuMiC0Y\njUZ0d3dLbzPeoGrKXiXUcZNycxJrqKmpQWlpKbZu3SqCaupgc0Cz2Syfoz4LMRC3243GxkbpG0ZJ\nUG6iUCiEJ554AvX19bjzzjtRUFCAyspKxONxycLRCPK2C4fDUovkdDqxZcuWLA0kGi++hmC66rLz\nMPBAuN1ubNiwIStzl1v5zlKUXIY7XxeJRCQcUUFmeiuapomX1NraCoPBIMWk/FxydOgtUezrO9/5\nDnbu3CneGLuiAJCDdPbsWfGa5ufnUVdXh4aGBszPz8PlciGZTKKurk4yeZQn+cEPfoBz584hFAoJ\nuzwWi+HixYuor6+XLsSqRwtkDKDX681iSxMDI3ny4MGDePHFFzE8PCxzsWPHDgBLsjW8HFTjwj1L\n7IhzMjY2JrVvuZ6w0WgUGWKC3QzzI5FIljEiNEHsh+uYTCbl91paWq4wOIQX1GTQtcZ1a4zUThHF\nxcVYvXo15ubmEAqFRF6V2jV2u12AO4KY6sLSsNG1NhqNWQRXPyEAACAASURBVKUXQGbhR0dHUVlZ\nKd6CGr4xHOHCcuGBpbo3tdMHvTXq9KhKfnwmAokqBmAwGETHhkPNttBIkpNDD5J41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VAo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\nsIWRDRs2pgRsYWTDho0pgf8P/Y77UD79vUMAAAAASUVORK5CYII=\n", | |
"text/plain": [ | |
"<matplotlib.figure.Figure at 0x108dae198>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"from astroplan.plots.finder import plot_finder_image\n", | |
"\n", | |
"plot_finder_image(hd189, survey='DSS', \n", | |
" fov_radius=10*u.arcmin);" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 12, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"data": { | |
"image/png": 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ZbBbpdBqZTMYTYlUzTz3R/aSpZrPp8acCvIHm+b1sg2wr7xvT7ZX9LdUw2zjU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dnZ2ZZ9wHVvMdEgumGZEbB3nJjre+uBrYNf9cTbvEacNOuxzXa0eG3Ba6pcZFDf/va3cf78ebz7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\nAAAASUVORK5CYII=\n", | |
"text/plain": [ | |
"<matplotlib.figure.Figure at 0x10a90dd68>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"crab_nebula = FixedTarget.from_name('M1')\n", | |
"\n", | |
"plot_finder_image(crab_nebula, fov_radius=10*u.arcmin, \n", | |
" reticle=True);" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": { | |
"collapsed": true | |
}, | |
"source": [ | |
"***\n", | |
"\n", | |
"# Sprint goals\n", | |
"\n", | |
"Convenience methods\n", | |
"* During which months is this target observable?\n", | |
"* Move from astroplan-native observatory database to astropy's database\n", | |
"\n", | |
"Constraints\n", | |
"* **periodic events** (eclipsing binaries, transiting exoplanets)\n", | |
"* target must be visible for duration $\\geq \\Delta t$\n", | |
"\n", | |
"Fun\n", | |
"* Logo" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": null, | |
"metadata": { | |
"collapsed": true | |
}, | |
"outputs": [], | |
"source": [] | |
} | |
], | |
"metadata": { | |
"kernelspec": { | |
"display_name": "Python 3", | |
"language": "python", | |
"name": "python3" | |
}, | |
"language_info": { | |
"codemirror_mode": { | |
"name": "ipython", | |
"version": 3 | |
}, | |
"file_extension": ".py", | |
"mimetype": "text/x-python", | |
"name": "python", | |
"nbconvert_exporter": "python", | |
"pygments_lexer": "ipython3", | |
"version": "3.5.1" | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 0 | |
} |
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